diff --git a/picked/count-odds-test.csv b/picked/count-odds-test.csv
deleted file mode 100644
index b2b3714..0000000
--- a/picked/count-odds-test.csv
+++ /dev/null
@@ -1,1001 +0,0 @@
-input1,output1
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diff --git a/picked/count-odds-train.csv b/picked/count-odds-train.csv
deleted file mode 100644
index 6c14d33..0000000
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diff --git a/picked/final-downsampling-data.zip b/picked/final-downsampling-data.zip
deleted file mode 100644
index fc871a7..0000000
Binary files a/picked/final-downsampling-data.zip and /dev/null differ
diff --git a/picked/find-pair-test.csv b/picked/find-pair-test.csv
deleted file mode 100644
index 8027205..0000000
--- a/picked/find-pair-test.csv
+++ /dev/null
@@ -1,1001 +0,0 @@
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diff --git a/picked/find-pair-train.csv b/picked/find-pair-train.csv
deleted file mode 100644
index acf5885..0000000
--- a/picked/find-pair-train.csv
+++ /dev/null
@@ -1,201 +0,0 @@
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-[-8708 -685 -1502 7647 2552 5741 8592 4893 -2846 3859 4452 -8049 -2843 -8185 -3175 -6458],-16757,-8708,-8049
-[5041 3998 -3030 9697 -3129 1591 -6600 1887 6853 -7784 6960 -178 -2303 -462 3362 2510],1413,1591,-178
-[-7534 -7341 -550 -2663],-14875,-7534,-7341
-[5048 -9273 2507],-4225,5048,-9273
-[-5628 7516 7852 6170],15368,7516,7852
-[6043 3278 -8028 118 2623 -4525 -8166 63 -8343 9169 -4475 -2381 4165 3966 4883 -4924],-1985,6043,-8028
-[7287 -4538 -9005 -4704 1546],-13709,-9005,-4704
-[1273 361 8220 2282 -8930 -2348 6013 -2609 -9865],6374,361,6013
-[-1039 7630 1643 1798 7727 8566 11 -4980 -9646 7273 3550],-2016,7630,-9646
-[-9088 -3387 -1377 -7924 4406],-3518,-7924,4406
-[-6689 -2823 -7242 -9276 944 2816 -5991 7452 -9382 -431],-10065,-2823,-7242
-[-4024 4413 5841 -6008 -7472],389,-4024,4413
-[2699 4558 1940 -3464 -4091 2277 4432 4204 977 -751 -6127 -8214 -9894 -8355 -2042],-10256,-8214,-2042
-[-6851 -4046 -9965 6607 -128 8243 -6903 3659 4356 -5957 3265 -1094 1499 3839 2617 7276 6242 -4496 9788],285,-5957,6242
-[-6330 -9590 7214 -8061 -1694 5775 2818 1332],-5243,-8061,2818
-[9272 4099 7392 6833 -4337 2411 5401],16664,9272,7392
-[-358 -6589 9245 -5741],3504,9245,-5741
-[687 3594 3309 -4522],3996,687,3309
-[-1674 -6974 -6993 608 5684 8602 -2860 9726 9073 -4060 -7922 2399 6152 1866 -7015],6928,-1674,8602
-[5226 6436 4642 -6424],-1782,4642,-6424
-[-6088 9858 -1922 8510 -869],-6957,-6088,-869
-[2765 -8686 -8359 5305 -3993 -7100 -3793 -7496 -9791 -6003 6015 -1002 -7184 -9220 4905 4315 -4159 -5533 -1825 9481],482,6015,-5533
-[5975 9736 7943 6521 -3460 365 6007 4049 7238],10570,6521,4049
-[2025 -6241 -7182 -8263 -4207 -5576 -7223 -64 477 1073 4116 -567 1424],3449,2025,1424
-[4069 3843 3611],7454,3843,3611
-[-1635 -8552 1986 7409],-1143,-8552,7409
-[-4097 -2829 9850 7910 -1626 -1931 2722 8948 -1623 -5987 -7627 395 -3456 6960 -7468 -1704 9365],2863,-4097,6960
-[9356 -3703 -8480 7436 -8670 -8875 -2064],7292,9356,-2064
-[-9547 2992 3088 -7568 -7451 2204 6969 5471 9363 5632 -5143 6721 6480 -1173 701 1129 -4912],-2708,2204,-4912
-[-5061 4141 5320 -1842],9461,4141,5320
-[9890 8246 -2764 -5591 9775 4806 -4837 4839 -7144 -5176 2739 -5822 2555 7352 5654 7508],12158,4806,7352
-[5885 -2387 -8567 -7081 -7985 4182 -3480 8842 -8157 8788 6454 3982 1482 7249 3834],-2272,5885,-8157
-[1674 -7809 -9742 3987 4100 -349 7731 -5130 -3926 -6508 -9061 -1795 -6003],-78,-7809,7731
-[-1465 7203 6664 -2513],5199,-1465,6664
-[4526 1867 5101 -571 588 -8769 3280 9999 50 -5113 -9763 8898 3205 -5693 3831 666],1254,588,666
-[136 9885 8919 4724 -1998 -924 6526 -5201 -5525 6005 -2943 8034 -2272 5436],-6449,-924,-5525
-[1908 -6886 -4332 4035 5052 4989 -6507],-4599,1908,-6507
-[-9204 9975 -616 -7767 -7987 6788],1988,9975,-7987
-[-1711 -9043 6378 -1141 -1934 8995 -5597 -4152 3280 1048 -9010],-10184,-9043,-1141
-[-4222 7745 -984 -1182 1079 1354 2679],6563,7745,-1182
-[220 -7500 6676 -7547],6896,220,6676
-[-1573 8668 -8586 -2090],6578,8668,-2090
-[8408 7686 1417 -2747 1180 3879 -5245 8333 -5259 4101 -4133 -6515],-32,4101,-4133
-[8740 -3743 -9797 -828 -2517],-12314,-9797,-2517
-[5432 9227 -7069 -8773 8422 -5949 -9250 5653 -9669 -7077 -2149],-1424,5653,-7077
-[5810 5489 -6071 -4114],-10185,-6071,-4114
-[7426 -19 180 -4499],-4319,180,-4499
-[-4546 -2222 -5716 9120 -2495 -7825 3869 6386 7064 5866 3096 3684 2947 5903 5901 -1023],-2620,-5716,3096
-[-1211 5829 -7050 -2808 2073 -2383 1805 -15 7436 223 -7360],2028,1805,223
-[9101 -85 -5298 -9226 -2465 1390 -1019 3839 4819 1400 -6200 8569],3803,9101,-5298
-[-3147 -9482 3947 -9005 3757 6855 9110 783 -5739 -4157 -4738 6128 2862 9272 6917],-5535,-9482,3947
-[9097 4879],13976,9097,4879
-[3501 2572 -2106 8894 1852 -3226 -1664],188,1852,-1664
-[7971 -9585 2248 -2466 5089 -7288 230 -5728 5912 3299 4922 -2322 4378 806 -7970 4815],833,-2466,3299
-[-815 -9545 -2249 719 6509 3904 5149],4260,-2249,6509
-[304 -5126],-4822,304,-5126
-[-9586 6603 1419 -2508 -9308 -3588 -5012 630 8530 6780 7764],15133,6603,8530
-[-7140 -1794 3401],1607,-1794,3401
-[-2825 -9991 9554 -3169 -618 2336 -3552 4567 -9288 6663 9134 9689 1766 5262 8907 -123 2426],11320,9554,1766
-[-4749 5663 7322 -247 3142 -6266],12985,5663,7322
-[3888 -8050 -5498 -2872 -4484 3984 5902 5149 8407 -8923 6749 3253 1962 2980],-1610,3888,-5498
-[6966 -1874 7065 -9237 -9972 419 8764 -3652 -4197 5978 7364],13342,5978,7364
-[1582 -6823 -2732 8058 -2569 -4991 4158 3129 -5470],3067,8058,-4991
-[7129 6201 8493 -9001 3418 -8198 -3847 -8491 3181 -8498 -8230 7561 5297 -1030 1428 1838 3716 2136 -9349 4788],-4775,-8491,3716
diff --git a/picked/fizz-buzz-test.csv b/picked/fizz-buzz-test.csv
deleted file mode 100644
index acc4f13..0000000
--- a/picked/fizz-buzz-test.csv
+++ /dev/null
@@ -1,1001 +0,0 @@
-input1,output1
-776435,Buzz
-732093,Fizz
-100019,100019
-664497,Fizz
-630937,630937
-556337,556337
-416597,416597
-30443,30443
-840992,840992
-470082,Fizz
-173210,Buzz
-455011,455011
-825221,825221
-801475,Buzz
-195963,Fizz
-913931,913931
-863707,863707
-636153,Fizz
-721470,FizzBuzz
-196046,196046
-455307,Fizz
-235494,Fizz
-707565,FizzBuzz
-132908,132908
-902447,902447
-706672,706672
-235652,235652
-42623,42623
-830466,Fizz
-244153,244153
-766922,766922
-750987,Fizz
-216738,Fizz
-919441,919441
-523486,523486
-475856,475856
-904200,FizzBuzz
-434418,Fizz
-805459,805459
-64743,Fizz
-504609,Fizz
-473288,473288
-626379,Fizz
-561041,561041
-58727,58727
-289168,289168
-651834,Fizz
-840828,Fizz
-813824,813824
-943546,943546
-59995,Buzz
-110089,110089
-3301,3301
-180353,180353
-607761,Fizz
-381273,Fizz
-568883,568883
-261063,Fizz
-882543,Fizz
-658479,Fizz
-352762,352762
-213275,Buzz
-447230,Buzz
-452130,FizzBuzz
-405227,405227
-852407,852407
-344666,344666
-416884,416884
-702734,702734
-624635,Buzz
-218041,218041
-360613,360613
-752030,Buzz
-788927,788927
-124835,Buzz
-607619,607619
-267868,267868
-707010,FizzBuzz
-974544,Fizz
-715898,715898
-354998,354998
-42312,Fizz
-404167,404167
-846071,846071
-399549,Fizz
-482419,482419
-820501,820501
-658727,658727
-180575,Buzz
-194316,Fizz
-284560,Buzz
-477275,Buzz
-549450,FizzBuzz
-597622,597622
-890980,Buzz
-594985,Buzz
-392963,392963
-198306,Fizz
-304065,FizzBuzz
-27778,27778
-495373,495373
-163818,Fizz
-152169,Fizz
-718397,718397
-345367,345367
-40278,Fizz
-53381,53381
-182961,Fizz
-895746,Fizz
-513404,513404
-148042,148042
-857506,857506
-776862,Fizz
-397009,397009
-147402,Fizz
-949959,Fizz
-489214,489214
-96434,96434
-72757,72757
-432091,432091
-656298,Fizz
-638992,638992
-55708,55708
-916362,Fizz
-505709,505709
-989447,989447
-797714,797714
-554166,Fizz
-364645,Buzz
-775826,775826
-545909,545909
-764816,764816
-105418,105418
-739315,Buzz
-732169,732169
-558744,Fizz
-157179,Fizz
-191690,Buzz
-743751,Fizz
-453718,453718
-912046,912046
-514777,514777
-646302,Fizz
-499490,Buzz
-96926,96926
-268586,268586
-63887,63887
-724133,724133
-956788,956788
-788299,788299
-835671,Fizz
-394444,394444
-900765,FizzBuzz
-244988,244988
-515225,Buzz
-843107,843107
-599413,599413
-20924,20924
-255926,255926
-256961,256961
-389590,Buzz
-907564,907564
-134745,FizzBuzz
-743519,743519
-242859,Fizz
-72779,72779
-506715,FizzBuzz
-197021,197021
-483949,483949
-963619,963619
-553714,553714
-970640,Buzz
-907764,Fizz
-311873,311873
-793675,Buzz
-128068,128068
-936558,Fizz
-191924,191924
-950183,950183
-95549,95549
-983320,Buzz
-643865,Buzz
-247416,Fizz
-864544,864544
-243099,Fizz
-719577,Fizz
-891688,891688
-505559,505559
-720862,720862
-935438,935438
-228411,Fizz
-645252,Fizz
-422708,422708
-22564,22564
-822047,822047
-731819,731819
-286607,286607
-553957,553957
-496688,496688
-367727,367727
-609560,Buzz
-497665,Buzz
-196178,196178
-724239,Fizz
-439937,439937
-996038,996038
-375237,Fizz
-68762,68762
-646954,646954
-703369,703369
-516825,FizzBuzz
-733902,Fizz
-153639,Fizz
-827722,827722
-286039,286039
-436236,Fizz
-125310,FizzBuzz
-617449,617449
-777110,Buzz
-713108,713108
-742509,Fizz
-408873,Fizz
-287616,Fizz
-387422,387422
-555479,555479
-508862,508862
-62812,62812
-393217,393217
-316718,316718
-124480,Buzz
-493018,493018
-998908,998908
-618771,Fizz
-271617,Fizz
-318288,Fizz
-450453,Fizz
-626362,626362
-95514,Fizz
-497146,497146
-323300,Buzz
-685122,Fizz
-318277,318277
-529924,529924
-419795,Buzz
-613583,613583
-591991,591991
-192319,192319
-877869,Fizz
-40777,40777
-380749,380749
-831043,831043
-267154,267154
-238680,FizzBuzz
-620898,Fizz
-600995,Buzz
-840278,840278
-516929,516929
-816020,Buzz
-282166,282166
-779956,779956
-396619,396619
-411653,411653
-604543,604543
-236568,Fizz
-460696,460696
-264487,264487
-330529,330529
-186308,186308
-990331,990331
-771725,Buzz
-696988,696988
-656541,Fizz
-239852,239852
-758551,758551
-202768,202768
-662896,662896
-477225,FizzBuzz
-535106,535106
-142616,142616
-281709,Fizz
-722716,722716
-629116,629116
-734681,734681
-641770,Buzz
-455310,FizzBuzz
-576264,Fizz
-166357,166357
-260958,Fizz
-424608,Fizz
-807664,807664
-391963,391963
-76175,Buzz
-105335,Buzz
-112241,112241
-55859,55859
-719090,Buzz
-262276,262276
-371550,FizzBuzz
-485828,485828
-75589,75589
-555349,555349
-265566,Fizz
-304135,Buzz
-933383,933383
-107696,107696
-430178,430178
-837428,837428
-570109,570109
-484099,484099
-110612,110612
-171722,171722
-463353,Fizz
-582664,582664
-699721,699721
-394961,394961
-914363,914363
-529662,Fizz
-676083,Fizz
-297222,Fizz
-268848,Fizz
-785566,785566
-364029,Fizz
-557386,557386
-591080,Buzz
-319717,319717
-626261,626261
-235167,Fizz
-101640,FizzBuzz
-891761,891761
-69383,69383
-208656,Fizz
-424494,Fizz
-189869,189869
-593691,Fizz
-50091,Fizz
-705677,705677
-818946,Fizz
-150772,150772
-716353,716353
-963734,963734
-906429,Fizz
-385945,Buzz
-345714,Fizz
-611146,611146
-398951,398951
-437310,FizzBuzz
-398660,Buzz
-946344,Fizz
-960057,Fizz
-539125,Buzz
-358166,358166
-557495,Buzz
-747328,747328
-234491,234491
-213552,Fizz
-2105,Buzz
-246666,Fizz
-940769,940769
-992132,992132
-830590,Buzz
-772181,772181
-330908,330908
-674126,674126
-7308,Fizz
-202012,202012
-494808,Fizz
-928843,928843
-49146,Fizz
-13606,13606
-127109,127109
-243975,FizzBuzz
-749630,Buzz
-706352,706352
-51228,Fizz
-184804,184804
-185589,Fizz
-255179,255179
-234236,234236
-716505,FizzBuzz
-813785,Buzz
-325599,Fizz
-73104,Fizz
-750178,750178
-856522,856522
-598873,598873
-140112,Fizz
-332109,Fizz
-848079,Fizz
-705363,Fizz
-763652,763652
-185729,185729
-167929,167929
-944828,944828
-790424,790424
-637099,637099
-622059,Fizz
-184298,184298
-625961,625961
-307221,Fizz
-650292,Fizz
-67372,67372
-182670,FizzBuzz
-338310,FizzBuzz
-535384,535384
-943147,943147
-678058,678058
-336193,336193
-68759,68759
-728697,Fizz
-320506,320506
-657267,Fizz
-488087,488087
-255903,Fizz
-795968,795968
-146012,146012
-143541,Fizz
-521607,Fizz
-126175,Buzz
-937841,937841
-272385,FizzBuzz
-659492,659492
-907413,Fizz
-482095,Buzz
-465675,FizzBuzz
-382729,382729
-158653,158653
-511285,Buzz
-896189,896189
-108369,Fizz
-8820,FizzBuzz
-285237,Fizz
-143315,Buzz
-967607,967607
-235177,235177
-72561,Fizz
-498470,Buzz
-430459,430459
-228293,228293
-496921,496921
-963720,FizzBuzz
-329080,Buzz
-303815,Buzz
-71867,71867
-766646,766646
-650822,650822
-407185,Buzz
-975532,975532
-106070,Buzz
-590345,Buzz
-164727,Fizz
-875270,Buzz
-16130,Buzz
-999467,999467
-922962,Fizz
-402384,Fizz
-690290,Buzz
-554123,554123
-887772,Fizz
-698341,698341
-342211,342211
-669719,669719
-725977,725977
-306448,306448
-697027,697027
-439319,439319
-24132,Fizz
-566717,566717
-504416,504416
-643531,643531
-812843,812843
-586715,Buzz
-43938,Fizz
-186601,186601
-959586,Fizz
-807477,Fizz
-453512,453512
-150171,Fizz
-609037,609037
-161072,161072
-853441,853441
-24283,24283
-7112,7112
-825254,825254
-661304,661304
-574663,574663
-983407,983407
-620614,620614
-197097,Fizz
-235939,235939
-86461,86461
-166977,Fizz
-663379,663379
-882416,882416
-867225,FizzBuzz
-18301,18301
-851764,851764
-321138,Fizz
-88360,Buzz
-129156,Fizz
-474966,Fizz
-876424,876424
-700459,700459
-170850,FizzBuzz
-852695,Buzz
-990713,990713
-271010,Buzz
-411618,Fizz
-790058,790058
-853455,FizzBuzz
-177905,Buzz
-102780,FizzBuzz
-878722,878722
-687976,687976
-286517,286517
-571591,571591
-123948,Fizz
-475636,475636
-17840,Buzz
-511524,Fizz
-754691,754691
-577272,Fizz
-684932,684932
-282053,282053
-309349,309349
-923835,FizzBuzz
-725854,725854
-382487,382487
-606300,FizzBuzz
-191288,191288
-993543,Fizz
-648247,648247
-6248,6248
-649248,Fizz
-576523,576523
-132989,132989
-452502,Fizz
-178522,178522
-719085,FizzBuzz
-86266,86266
-135639,Fizz
-289598,289598
-285560,Buzz
-913977,Fizz
-270624,Fizz
-842315,Buzz
-870506,870506
-517620,FizzBuzz
-397314,Fizz
-566356,566356
-95127,Fizz
-948420,FizzBuzz
-819353,819353
-412858,412858
-849976,849976
-883686,Fizz
-281845,Buzz
-229379,229379
-244939,244939
-35290,Buzz
-754762,754762
-243570,FizzBuzz
-809763,Fizz
-233951,233951
-236932,236932
-365385,FizzBuzz
-51833,51833
-598044,Fizz
-824515,Buzz
-373263,Fizz
-822653,822653
-891953,891953
-898261,898261
-636664,636664
-70452,Fizz
-906502,906502
-175419,Fizz
-145503,Fizz
-463562,463562
-452824,452824
-545033,545033
-266426,266426
-57700,Buzz
-351029,351029
-59467,59467
-826553,826553
-649999,649999
-616346,616346
-190319,190319
-837206,837206
-713627,713627
-897942,Fizz
-473546,473546
-413333,413333
-839038,839038
-109421,109421
-966400,Buzz
-218721,Fizz
-421398,Fizz
-105023,105023
-517948,517948
-72781,72781
-928442,928442
-201864,Fizz
-715243,715243
-191589,Fizz
-458997,Fizz
-326065,Buzz
-508852,508852
-904030,Buzz
-459624,Fizz
-569429,569429
-944279,944279
-583317,Fizz
-405339,Fizz
-983353,983353
-129930,FizzBuzz
-964806,Fizz
-970061,970061
-507962,507962
-557621,557621
-982960,Buzz
-713428,713428
-36974,36974
-158226,Fizz
-753455,Buzz
-592862,592862
-752607,Fizz
-22905,FizzBuzz
-350866,350866
-673221,Fizz
-29881,29881
-549485,Buzz
-588003,Fizz
-251105,Buzz
-405946,405946
-883879,883879
-89905,Buzz
-236870,Buzz
-337604,337604
-918058,918058
-573655,Buzz
-44627,44627
-729007,729007
-778927,778927
-394588,394588
-428970,FizzBuzz
-501515,Buzz
-696568,696568
-100142,100142
-676915,Buzz
-799022,799022
-375659,375659
-944493,Fizz
-314502,Fizz
-774564,Fizz
-510474,Fizz
-60317,60317
-19747,19747
-287854,287854
-881740,Buzz
-258386,258386
-747095,Buzz
-258375,FizzBuzz
-552699,Fizz
-231416,231416
-163254,Fizz
-865003,865003
-42106,42106
-275466,Fizz
-370290,FizzBuzz
-260629,260629
-993473,993473
-510376,510376
-549042,Fizz
-979078,979078
-782726,782726
-980118,Fizz
-594446,594446
-751617,Fizz
-710553,Fizz
-944630,Buzz
-34045,Buzz
-21672,Fizz
-911063,911063
-136593,Fizz
-521950,Buzz
-48893,48893
-874970,Buzz
-749779,749779
-982758,Fizz
-127507,127507
-533398,533398
-450026,450026
-43383,Fizz
-108913,108913
-177462,Fizz
-755544,Fizz
-735507,Fizz
-114800,Buzz
-99166,99166
-720176,720176
-577313,577313
-54578,54578
-730749,Fizz
-971410,Buzz
-50414,50414
-319711,319711
-232456,232456
-804325,Buzz
-176342,176342
-817586,817586
-932812,932812
-213368,213368
-366709,366709
-328821,Fizz
-760851,Fizz
-455713,455713
-972102,Fizz
-24494,24494
-826317,Fizz
-983160,FizzBuzz
-987053,987053
-863509,863509
-601739,601739
-353939,353939
-181817,181817
-505404,Fizz
-739359,Fizz
-41424,Fizz
-526520,Buzz
-320165,Buzz
-416267,416267
-893716,893716
-149116,149116
-54167,54167
-242669,242669
-366169,366169
-225899,225899
-720125,Buzz
-191095,Buzz
-548401,548401
-141741,Fizz
-319028,319028
-708443,708443
-437954,437954
-976973,976973
-73243,73243
-158092,158092
-874691,874691
-878809,878809
-952605,FizzBuzz
-5955,FizzBuzz
-43209,Fizz
-157424,157424
-409006,409006
-712150,Buzz
-474909,Fizz
-10279,10279
-400114,400114
-119106,Fizz
-37085,Buzz
-623030,Buzz
-979092,Fizz
-237255,FizzBuzz
-483268,483268
-21292,21292
-954742,954742
-721059,Fizz
-757237,757237
-454810,Buzz
-385292,385292
-984,Fizz
-392533,392533
-284023,284023
-959080,Buzz
-991129,991129
-29962,29962
-308755,Buzz
-636676,636676
-527571,Fizz
-287486,287486
-229726,229726
-281519,281519
-209077,209077
-960089,960089
-465834,Fizz
-389945,Buzz
-109715,Buzz
-801584,801584
-863595,FizzBuzz
-446515,Buzz
-911960,Buzz
-946020,FizzBuzz
-929894,929894
-876839,876839
-369271,369271
-363243,Fizz
-95134,95134
-47632,47632
-648706,648706
-611346,Fizz
-171145,Buzz
-272535,FizzBuzz
-26988,Fizz
-548133,Fizz
-606656,606656
-322261,322261
-617556,Fizz
-594425,Buzz
-362860,Buzz
-508923,Fizz
-291451,291451
-603895,Buzz
-232606,232606
-16936,16936
-721539,Fizz
-387345,FizzBuzz
-208957,208957
-786678,Fizz
-527373,Fizz
-463695,FizzBuzz
-72322,72322
-922136,922136
-827133,Fizz
-665665,Buzz
-710125,Buzz
-290031,Fizz
-113416,113416
-815010,FizzBuzz
-808926,Fizz
-705498,Fizz
-261266,261266
-800352,Fizz
-466139,466139
-858136,858136
-649664,649664
-40060,Buzz
-956984,956984
-922324,922324
-831818,831818
-493303,493303
-362020,Buzz
-616957,616957
-924939,Fizz
-94287,Fizz
-11589,Fizz
-332315,Buzz
-906779,906779
-727888,727888
-735718,735718
-825565,Buzz
-304088,304088
-639288,Fizz
-721536,Fizz
-901415,Buzz
-337210,Buzz
-475878,Fizz
-374936,374936
-440763,Fizz
-445418,445418
-996619,996619
-959235,FizzBuzz
-117685,Buzz
-259184,259184
-852213,Fizz
-940790,Buzz
-153931,153931
-508421,508421
-738853,738853
-910013,910013
-500106,Fizz
-59842,59842
-658968,Fizz
-665936,665936
-904020,FizzBuzz
-261949,261949
-984324,Fizz
-553486,553486
-429228,Fizz
-42726,Fizz
-509967,Fizz
-424829,424829
-120571,120571
-753007,753007
-711948,Fizz
-659625,FizzBuzz
-678553,678553
-577559,577559
-977411,977411
-523773,Fizz
-200699,200699
-446295,FizzBuzz
-662527,662527
-772193,772193
-275576,275576
-769606,769606
-451964,451964
-808410,FizzBuzz
-973917,Fizz
-994686,Fizz
-642950,Buzz
-902207,902207
-571382,571382
-933792,Fizz
-657674,657674
-936312,Fizz
-158725,Buzz
-50768,50768
-299693,299693
-904077,Fizz
-647706,Fizz
-408719,408719
-13148,13148
-912332,912332
-64871,64871
-779627,779627
-678027,Fizz
-757073,757073
-440360,Buzz
-495747,Fizz
-280389,Fizz
-234360,FizzBuzz
-45178,45178
-983017,983017
-133329,Fizz
-224794,224794
-207940,Buzz
-558291,Fizz
-192696,Fizz
-247155,FizzBuzz
-450847,450847
-995069,995069
-410921,410921
-615272,615272
-224714,224714
-566491,566491
-3035,Buzz
-551900,Buzz
-94159,94159
-759717,Fizz
-960828,Fizz
-614390,Buzz
-826594,826594
-622418,622418
-144289,144289
-569135,Buzz
-472452,Fizz
-749963,749963
-803869,803869
-415254,Fizz
-189113,189113
-250955,Buzz
-442786,442786
-602734,602734
-257308,257308
-639172,639172
-515481,Fizz
-616177,616177
-466287,Fizz
-491526,Fizz
-576528,Fizz
-2570,Buzz
-802839,Fizz
-884527,884527
-143693,143693
-609944,609944
-169304,169304
-75831,Fizz
-719505,FizzBuzz
-273532,273532
-676981,676981
-632817,Fizz
-127638,Fizz
-436999,436999
-913905,FizzBuzz
-226718,226718
-563517,Fizz
-228551,228551
-469710,FizzBuzz
-608703,Fizz
-533038,533038
-325216,325216
-915403,915403
-863388,Fizz
-158904,Fizz
-533285,Buzz
-382078,382078
-895630,Buzz
-171028,171028
-388919,388919
-860218,860218
-248044,248044
-265590,FizzBuzz
-240123,Fizz
-349973,349973
-769524,Fizz
-416773,416773
-209782,209782
-32846,32846
-359185,Buzz
diff --git a/picked/fizz-buzz-train.csv b/picked/fizz-buzz-train.csv
deleted file mode 100644
index f5e5c4b..0000000
--- a/picked/fizz-buzz-train.csv
+++ /dev/null
@@ -1,201 +0,0 @@
-input1,output1
-1,1
-2,2
-3,Fizz
-4,4
-5,Buzz
-6,Fizz
-7,7
-8,8
-9,Fizz
-10,Buzz
-11,11
-12,Fizz
-13,13
-14,14
-15,FizzBuzz
-16,16
-17,17
-18,Fizz
-19,19
-20,Buzz
-49995,FizzBuzz
-49998,Fizz
-49999,49999
-50000,Buzz
-155852,155852
-159166,159166
-706530,FizzBuzz
-995452,995452
-794235,FizzBuzz
-272304,Fizz
-827164,827164
-526665,FizzBuzz
-60207,Fizz
-163841,163841
-637059,Fizz
-247381,247381
-643543,643543
-476476,476476
-20989,20989
-113694,Fizz
-697845,FizzBuzz
-778797,Fizz
-930447,Fizz
-561207,Fizz
-437330,Buzz
-200321,200321
-442775,Buzz
-280932,Fizz
-582994,582994
-647749,647749
-780894,Fizz
-981202,981202
-562479,Fizz
-634956,Fizz
-909376,909376
-117828,Fizz
-48631,48631
-728922,Fizz
-643917,Fizz
-810036,Fizz
-633658,633658
-364831,364831
-563770,Buzz
-676367,676367
-178952,178952
-315749,315749
-400526,400526
-122535,FizzBuzz
-655066,655066
-415803,Fizz
-991649,991649
-692376,Fizz
-91990,Buzz
-230485,Buzz
-333459,Fizz
-453329,453329
-596787,Fizz
-243700,Buzz
-745796,745796
-29549,29549
-263811,Fizz
-788387,788387
-669411,Fizz
-818539,818539
-202165,Buzz
-386033,386033
-157127,157127
-131344,131344
-835670,Buzz
-380118,Fizz
-691137,Fizz
-481672,481672
-92602,92602
-749510,Buzz
-561336,Fizz
-15911,15911
-95548,95548
-770041,770041
-673354,673354
-123875,Buzz
-486189,Fizz
-756010,Buzz
-320030,Buzz
-599204,599204
-575478,Fizz
-458033,458033
-146332,146332
-328694,328694
-96569,96569
-819676,819676
-265262,265262
-381438,Fizz
-456054,Fizz
-702516,Fizz
-241103,241103
-541514,541514
-28446,Fizz
-877770,FizzBuzz
-446374,446374
-782045,Buzz
-219536,219536
-52317,Fizz
-120163,120163
-913821,Fizz
-736143,Fizz
-947971,947971
-308051,308051
-658277,658277
-742964,742964
-485047,485047
-747606,Fizz
-692443,692443
-361620,FizzBuzz
-934745,Buzz
-678502,678502
-792633,Fizz
-272678,272678
-499638,Fizz
-502570,Buzz
-63940,Buzz
-18341,18341
-157461,Fizz
-196655,Buzz
-384244,384244
-971644,971644
-760701,Fizz
-389918,389918
-614277,Fizz
-837427,837427
-322902,Fizz
-57292,57292
-829381,829381
-981018,Fizz
-142356,Fizz
-852051,Fizz
-813963,Fizz
-842465,Buzz
-914833,914833
-203025,FizzBuzz
-326249,326249
-187323,Fizz
-269198,269198
-435766,435766
-188783,188783
-969415,Buzz
-223277,223277
-342007,342007
-89215,Buzz
-136666,136666
-902042,902042
-818057,818057
-86305,Buzz
-797988,Fizz
-486150,FizzBuzz
-420301,420301
-207621,Fizz
-787396,787396
-766125,FizzBuzz
-944774,944774
-198304,198304
-810928,810928
-865928,865928
-427806,Fizz
-434357,434357
-42603,Fizz
-669395,Buzz
-286041,Fizz
-249261,Fizz
-247588,247588
-233989,233989
-666643,666643
-439334,439334
-253874,253874
-8565,FizzBuzz
-462338,462338
-511097,511097
-868215,FizzBuzz
-985285,Buzz
-860914,860914
-313011,Fizz
diff --git a/picked/fuel-cost-test.csv b/picked/fuel-cost-test.csv
deleted file mode 100644
index b613b46..0000000
--- a/picked/fuel-cost-test.csv
+++ /dev/null
@@ -1,1001 +0,0 @@
-input1,output1
-[468 2671],1042
-[7240 2699 9127 8749 2124 404 335 4386 766 278 6200 6173 4856 2151 8465 9679 8530],27346
-[5380 4536 7288 2566 6330 7526 1367 4550 559 7649 2218 3126 9422],20808
-[7402 981 4274 5728 8889 194],9142
-[9383 6593 1543 1362 6400 3127 2864 2661 80 1687],11876
-[8046 2215],3416
-[6823 3448],3419
-[6354 1577 3563 7335 8154 6461 9780 2040 5874 4698 1051 1478 2038 3400 7472 7291 5260 7960],30554
-[2695 8863 9592 7161 7851 9396 3229 1154 1277 1790 7213 9396 3922 1782 4487 5775 2183],29216
-[1289],427
-[4144 9916 5002 7857 7294 3898 2262],13442
-[1516 6410 1465 1082 322 8863 9356 7116 92 7040],14396
-[404 5076 2455 1434 9694 3438 1116 1511 7068 7252 5996 8793 8847 415 4280 6915 3100 8921 6929 2553],32020
-[343 8225 5206 6208 6277],8741
-[464 5154 7165 5383 448],6193
-[5127 9445 642 9661 4449],9764
-[5023 8956],4655
-[6758 63],2269
-[6813 7764],4855
-[809 2727 7523 7196 5036 5918 6376 5002 5557 2292],16121
-[1820 1608 9024 6589 7860 6931 4573 6844 6852 1164 6134 2856 9450 2025 4858 3454],27312
-[4779 6186 8335 6846 3427 5380 2094 6209 2945 3812 3682 4491 6408 504 8739],24579
-[9716 1287 5903],5628
-[9559 5393 8603],7844
-[1977 1450 7604],3670
-[7439],2477
-[3506],1166
-[3251 876 9794 2934],5609
-[6990 755 515 669 2437 3364 3436 9718 9827 3939 5288 854 4034 6187 6681 250 8044 1155 1660 8930],28197
-[1761 3286],1678
-[1605 796 5262 7430 8506 7657 4544 6998 9500 1059 8852 3449 3169 3005 1020 3453 652],25612
-[2216 3309 1758 6996],4751
-[9846 9511],6448
-[9230 841 5636 6169],7282
-[197],63
-[1484 9494 8949 7264 6695 8670 2821 1735 3558 8275 2975 2414 1731],21991
-[5708],1900
-[3913 7266 1344 5362 5548 6644 44 9085 1825 7201 5454 5754 9340],22897
-[5527],1840
-[7628],2540
-[9040 2577 7069 8217],8959
-[8438 3648 7360 5919 3411 2343 2685 4497 1006 4280],14507
-[4227 3021 4062 4671 6617 4930 4143 7624 7060 146 6522 9061 559],20852
-[9845 1741 3704 5167 4625 2890 812 6330 530 3809 7892 2328 992 8221 4059],20945
-[7848 1438 5619 2415],5765
-[4578 8493 8830 7867 4028 3973 6218 1729 3652 5999 7912 6791 3661 921 6051 7108 2304],29999
-[4155 324 6190],3550
-[2864 4010 2439 5217 4793 8760 1060 4691],11259
-[8396 718 4718 3713 6197 1313 2894 8173 9701 8618 6825 2279 6467 89 1634 9460 2552 8920],30843
-[541 4047 1213 1725],2500
-[2604 2275 7470 4563 8147 9333 7794 4876 7829 630 9704 7013 3885 1734 6212 5199 8724],32626
-[8000 988],2991
-[7614 9691 4057 5482 7873 5661 4981 9669 307],18425
-[1224 1463 1167 4717 7109 8330 6379 627 7274 4202 1732],14715
-[2765 9489 324],4186
-[3829 5743 8625 1044 9029 217],9482
-[2721 6998 7166 4803],7220
-[5022 3049 266 1984 971],3752
-[3096 7506 4581 7783 6458 1683 7990 7141 5321 3803],18431
-[1922],638
-[5129 6067 8846 8486 4992 1267 3537 877 6798 7182 8697 824 1087 5721 3707 1471 7008 210 3643],28473
-[9145 4895 4153 1765 1614 4510 2980 3031 2588 7152 8964 6655 80 5467 482 4759 5341 6580 7822],29283
-[6049 4030 1087 3853 392 4857 1046 9973 3227 1783 631 6590 4374],15933
-[769],254
-[6811 8210 7273 6792 1342 5794 9837 8736 1760 7015 5559 4992 2138 2883 1672 3588],28098
-[504 9539 731 7363 1989 4706 9722 5380 7810 9638 5997 1101 3319 1261 9852],26269
-[9540 7875 9428 6616 8547 2670 7405 6401 2369 6058 4214 5135 3298 5486 1666 3805],30133
-[7049 7286 5773],6695
-[6361 8712],5020
-[4232],1408
-[1717 1338 7482 4909 1655],5689
-[4475 928 168 4447 4418 6107 6790 1607 3361 3318 2640 328 1301 189],13326
-[7991 9665 2863 3734],8074
-[7869 1700 4978 415 8463],7797
-[5546 3418 3139],4027
-[7417 3273 958 513 1798 3875 2997 5726 6971 774 3402 3576 2486 2828 6876],17789
-[6142],2045
-[7106 7493 7248 3090 6445 7561 3314 2931 5890 1305 9839 9753 7625 8921 8425 349 8782 4229],36726
-[5418 628],2011
-[8938 8405 813 7836 7416 85 2384 5075 8772 2220 1722 4629 6521 1488 3449 6273 3714 1279 427 872],27394
-[2530 6602 6470 2325 2835 5327 7793 3478 7389 4961 2878 8624 5504 7169 8857 9163],30596
-[2079 4548 1085 2186 8591 7620 7041 6990 4234 8863 4738 4730 1438 9698 210 2414 6214 6077 1814 7789],32739
-[7115 7577 2990 5653 1010 735 8670 7480 6298 537 9785 5719 1591 7515 5357 6055 5231],29732
-[8665],2886
-[8434 9183 3911],7169
-[8441 7443 5484 7563 5841 3418 1445 775 2733],14361
-[2735 5878 4767 5613],6322
-[7114 3742 8623],6486
-[5712 5577 5775 1644 3478 1707 8915 7066 3362 5977 5323 4540 4344 3393 6377 2254 3000 9877 6237],31477
-[3800 4960 1546 9076 6205 2964 1735],10079
-[1786 3041],1604
-[5683 4055 208],3308
-[233 6193 7195 6101 342 592 7900 4735 1393],11540
-[7365 2995 655 1343 4086 4693 3907 2468],9152
-[3154 6983 4156 9572 9031 1785 9487],14706
-[8855 899 8181 9573 2075 7167 4010],13570
-[271 1910 3332],1830
-[2879],957
-[4460 320 6053 7905],6236
-[3808 3664 9350 9559 601 3921 5178 165 4714 2992 8521 5165 6951 9650 9182 6042 6479 6630],34149
-[6712 8821 8676 277 8072 8496 3879 2160 4817 8902 1886 8924 2100 4759 1443 4782 925],28505
-[8620],2871
-[107 86 4569 6984 2757 907 9574 3308 6134 109 3909 4814 6513 7888],19187
-[1949 3272 4631],3276
-[3672],1222
-[3006 4346 4059 6698 9993 1134 6152 4519 2770 9019 9808 6634 1838 6971 831 344 4496 2318 1140 1521],29152
-[8161 9592 7200],8311
-[6336 2803 683 9973 7723 7299 4452 8551 3194],16984
-[1318 9212 2835 1026],4788
-[2300 2582 3655 8590 2296 6335 1500 9807 6742 9770 698 6205 7461 4316 4571 1431 326 3990 6652],29697
-[2370 7274 1748 436 8791],6861
-[2328 6915 2515 9995 4170 8832 9547 9697 7593 4252 2387 333 9132 9418 2112 8122 7496 2518],35747
-[9741],3245
-[6142 1552 1147 9798 9533 8181 2333],12879
-[1508],500
-[3737 2556 6581 2216],5020
-[3293 4387 7405 5270 6263 4780],10451
-[8470],2821
-[157 7020 6704 1192],5015
-[804],266
-[5716 7095 4452 5740 6202 4454 1017 1213 8353 466 4346 6949],18640
-[7357 7711 6931 5926],9299
-[6728 4707 9833 1024 5114 5030 6911 5855 4767 3174],17690
-[9606 1966 4458 5274 4143 6663 6029 7220 7675 7414],20127
-[2289 2447 2717 6615 8708 8571 2991 4874 945 1664 8434 1301 6387 1745 3027 9556 3605 220 8338 1150],28481
-[3921 5545 6886],5444
-[5754 827 8340 9296 5309],9830
-[1577 6821 4958 1025],4783
-[2342 697 7646 3396 5507 8565 4878 89 384 7920 2288],14545
-[791 2921 743 7281 7006 9255 9297 455 978 5829 6327 4551],18451
-[7838 1871 5332 6025 3785 4933 5287 9710 3597 3182 1192 3792],18819
-[9824 2437 6343 9502 2429 5646 2144 8519 5873 941 4264 2055 6418 7356 6409],26684
-[8072 995 5941 2082 3873 1609 1314 1042],8291
-[2390 5240 1500 8452 3404 5472 4971 6872 6824 7902 340 7474],20252
-[2114 4507 5276 565 9759 9181 3157 9642 8453 9759],20781
-[4828 6792 5460 5596 6000 8339 808 9909 1018 2922],17202
-[2104 1261 3028 728 1003 7797 3395],6422
-[9460 2003 232 5432 9651],8914
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diff --git a/picked/fuel-cost-train.csv b/picked/fuel-cost-train.csv
deleted file mode 100644
index dc60b3e..0000000
--- a/picked/fuel-cost-train.csv
+++ /dev/null
@@ -1,201 +0,0 @@
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diff --git a/picked/gcd-test.csv b/picked/gcd-test.csv
deleted file mode 100644
index 3c749ed..0000000
--- a/picked/gcd-test.csv
+++ /dev/null
@@ -1,1001 +0,0 @@
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diff --git a/picked/gcd-train.csv b/picked/gcd-train.csv
deleted file mode 100644
index de1ee80..0000000
--- a/picked/gcd-train.csv
+++ /dev/null
@@ -1,201 +0,0 @@
-input1,input2,output1
-1,1,1
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diff --git a/picked/grade-test.csv b/picked/grade-test.csv
deleted file mode 100644
index 55c0902..0000000
--- a/picked/grade-test.csv
+++ /dev/null
@@ -1,1001 +0,0 @@
-input1,input2,input3,input4,input5,output1
-72,17,12,8,70,Student has a B grade.
-98,93,79,11,18,Student has a D grade.
-37,29,12,2,96,Student has a A grade.
-78,73,22,8,95,Student has a A grade.
-61,46,40,32,96,Student has a A grade.
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-84,46,45,21,55,Student has a B grade.
-97,12,5,1,28,Student has a B grade.
-92,82,72,58,62,Student has a D grade.
-70,37,26,22,5,Student has a F grade.
-66,51,18,12,74,Student has a A grade.
-98,76,51,33,30,Student has a F grade.
-99,85,79,50,95,Student has a B grade.
-69,34,19,17,79,Student has a A grade.
-90,77,39,24,68,Student has a C grade.
-84,41,11,7,90,Student has a A grade.
-63,58,54,9,15,Student has a D grade.
-94,70,34,29,76,Student has a B grade.
-87,52,37,16,14,Student has a F grade.
-74,45,37,34,85,Student has a A grade.
-70,56,52,34,25,Student has a F grade.
-92,82,46,7,39,Student has a D grade.
-47,20,11,4,25,Student has a B grade.
-40,33,25,1,89,Student has a A grade.
-63,48,5,3,99,Student has a A grade.
-64,63,33,2,32,Student has a D grade.
-98,49,30,14,26,Student has a D grade.
-57,51,50,36,10,Student has a F grade.
-94,79,62,6,21,Student has a D grade.
-76,64,63,23,82,Student has a A grade.
-67,39,34,22,80,Student has a A grade.
-88,55,47,20,1,Student has a F grade.
-85,71,36,0,86,Student has a A grade.
-61,53,28,17,70,Student has a A grade.
-37,31,17,7,11,Student has a D grade.
-68,49,42,26,37,Student has a D grade.
-91,68,56,44,23,Student has a F grade.
-91,72,32,0,83,Student has a B grade.
-85,83,36,21,65,Student has a C grade.
-57,25,22,19,69,Student has a A grade.
-63,36,35,13,28,Student has a D grade.
-100,47,27,23,36,Student has a C grade.
-49,37,26,3,81,Student has a A grade.
-99,58,42,40,100,Student has a A grade.
-79,65,50,14,16,Student has a D grade.
-100,54,44,43,81,Student has a B grade.
-39,31,11,0,75,Student has a A grade.
-91,42,20,16,26,Student has a C grade.
-84,52,50,5,82,Student has a B grade.
-95,84,54,35,78,Student has a C grade.
-89,87,72,39,40,Student has a D grade.
-100,77,63,62,70,Student has a C grade.
-88,86,42,36,54,Student has a C grade.
-87,62,29,5,31,Student has a C grade.
-99,82,55,50,67,Student has a C grade.
-100,79,68,5,19,Student has a D grade.
-96,54,49,18,18,Student has a D grade.
-78,65,54,25,47,Student has a D grade.
-56,40,31,6,19,Student has a D grade.
-73,70,16,1,26,Student has a C grade.
-97,96,28,18,74,Student has a C grade.
-60,18,15,12,23,Student has a B grade.
-84,15,10,8,24,Student has a B grade.
-66,58,45,5,92,Student has a A grade.
-92,57,48,35,95,Student has a A grade.
-97,58,53,10,26,Student has a D grade.
-84,81,47,5,67,Student has a C grade.
-69,63,60,10,87,Student has a A grade.
-89,66,53,9,21,Student has a D grade.
-72,66,56,16,52,Student has a D grade.
-93,83,52,42,47,Student has a D grade.
-88,55,43,11,23,Student has a D grade.
-79,73,66,5,67,Student has a C grade.
-88,87,66,8,30,Student has a D grade.
-96,64,18,4,46,Student has a C grade.
-92,63,42,0,33,Student has a D grade.
-100,98,59,22,80,Student has a C grade.
-100,95,78,41,8,Student has a F grade.
-100,85,16,10,49,Student has a C grade.
-57,52,50,21,51,Student has a C grade.
-79,59,38,30,37,Student has a D grade.
-73,52,30,7,70,Student has a B grade.
-47,44,30,13,76,Student has a A grade.
-85,61,17,0,49,Student has a C grade.
-72,60,59,29,12,Student has a F grade.
-98,79,54,24,79,Student has a B grade.
-95,92,54,13,72,Student has a C grade.
-91,58,48,14,65,Student has a B grade.
-68,39,21,15,4,Student has a F grade.
-90,36,27,10,15,Student has a D grade.
-80,78,76,56,36,Student has a F grade.
-97,53,40,13,21,Student has a D grade.
-80,39,30,29,24,Student has a F grade.
-74,64,62,50,76,Student has a A grade.
-90,62,51,11,96,Student has a A grade.
-69,36,26,3,19,Student has a D grade.
-100,76,28,6,14,Student has a D grade.
-71,44,22,18,14,Student has a F grade.
-85,60,28,4,7,Student has a D grade.
-68,59,53,25,8,Student has a F grade.
-53,31,29,16,6,Student has a F grade.
-65,31,25,20,18,Student has a F grade.
-90,54,16,8,29,Student has a C grade.
-69,47,46,27,16,Student has a F grade.
-83,65,59,39,3,Student has a F grade.
-61,18,7,4,21,Student has a B grade.
-60,35,28,17,98,Student has a A grade.
-97,91,67,27,88,Student has a C grade.
-91,35,18,7,26,Student has a C grade.
-43,36,28,11,38,Student has a B grade.
-60,46,40,36,34,Student has a F grade.
-62,57,43,40,88,Student has a A grade.
-80,51,15,7,52,Student has a B grade.
-88,56,18,1,12,Student has a D grade.
-100,97,91,40,54,Student has a D grade.
-92,55,53,17,100,Student has a A grade.
-91,61,27,12,58,Student has a C grade.
-71,57,3,0,84,Student has a A grade.
-70,52,13,4,44,Student has a C grade.
-54,43,15,11,90,Student has a A grade.
-74,69,50,27,43,Student has a D grade.
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-97,43,38,32,76,Student has a B grade.
-65,39,32,3,1,Student has a F grade.
-79,31,26,22,93,Student has a A grade.
-70,58,27,21,44,Student has a C grade.
-83,52,25,8,90,Student has a A grade.
-93,87,78,30,42,Student has a D grade.
-95,58,42,40,21,Student has a F grade.
-49,42,41,36,72,Student has a A grade.
-93,72,67,4,26,Student has a D grade.
-68,67,64,48,47,Student has a F grade.
-70,43,37,17,64,Student has a B grade.
-99,69,49,47,78,Student has a B grade.
-35,13,10,9,99,Student has a A grade.
-88,84,79,74,68,Student has a F grade.
-54,18,17,2,10,Student has a D grade.
-99,56,8,0,76,Student has a B grade.
-81,21,14,9,26,Student has a B grade.
-45,35,25,22,24,Student has a D grade.
-85,39,27,13,35,Student has a C grade.
-99,79,47,7,10,Student has a D grade.
-58,25,21,6,76,Student has a A grade.
-39,33,27,0,60,Student has a A grade.
-88,35,13,5,80,Student has a B grade.
-100,68,47,14,28,Student has a D grade.
-93,38,33,10,1,Student has a F grade.
-98,37,8,4,69,Student has a B grade.
-100,88,85,39,100,Student has a A grade.
-76,66,60,1,90,Student has a A grade.
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-63,55,37,35,54,Student has a C grade.
-63,58,50,48,49,Student has a D grade.
-56,55,36,32,46,Student has a C grade.
-54,42,36,35,96,Student has a A grade.
-96,74,10,9,43,Student has a C grade.
-74,65,38,0,82,Student has a A grade.
-69,62,42,40,82,Student has a A grade.
-72,70,63,47,48,Student has a D grade.
-81,58,19,7,87,Student has a A grade.
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-55,40,16,13,9,Student has a F grade.
-90,87,73,12,86,Student has a C grade.
-100,68,12,4,62,Student has a C grade.
-91,37,21,10,90,Student has a B grade.
-88,62,57,9,40,Student has a D grade.
-83,75,74,34,28,Student has a F grade.
-84,67,51,32,90,Student has a A grade.
-54,44,26,24,70,Student has a A grade.
-94,60,17,16,17,Student has a C grade.
-89,76,58,47,56,Student has a D grade.
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-77,40,39,31,97,Student has a A grade.
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-99,95,47,15,47,Student has a C grade.
-95,94,34,33,5,Student has a F grade.
-89,65,61,13,4,Student has a F grade.
-96,84,19,1,98,Student has a A grade.
-66,58,44,29,76,Student has a A grade.
-59,51,16,5,35,Student has a C grade.
-79,51,17,11,18,Student has a C grade.
-80,27,20,15,19,Student has a D grade.
-91,89,86,2,73,Student has a D grade.
-95,92,55,25,87,Student has a C grade.
-76,34,12,0,80,Student has a A grade.
-82,58,36,6,10,Student has a D grade.
-90,80,78,56,84,Student has a B grade.
-82,68,53,10,99,Student has a A grade.
-88,54,38,13,55,Student has a B grade.
-89,85,60,3,81,Student has a C grade.
-90,60,55,31,1,Student has a F grade.
-70,52,26,16,21,Student has a D grade.
-70,25,22,10,77,Student has a A grade.
-85,75,30,27,91,Student has a A grade.
-46,27,14,6,82,Student has a A grade.
-86,66,31,1,34,Student has a C grade.
-93,48,34,9,31,Student has a D grade.
-54,52,18,14,79,Student has a A grade.
-88,77,21,2,35,Student has a C grade.
-91,87,34,24,87,Student has a B grade.
-91,69,66,57,29,Student has a F grade.
-98,97,51,42,5,Student has a F grade.
-90,65,51,2,65,Student has a B grade.
-96,74,48,12,72,Student has a C grade.
-67,23,21,12,37,Student has a B grade.
-91,48,32,8,18,Student has a D grade.
-72,67,52,41,37,Student has a F grade.
-53,23,20,10,88,Student has a A grade.
-80,78,61,15,24,Student has a D grade.
-90,66,24,23,18,Student has a F grade.
-86,71,52,13,11,Student has a F grade.
-91,89,64,1,28,Student has a D grade.
-82,81,29,12,53,Student has a C grade.
-32,29,27,3,71,Student has a A grade.
-96,78,64,61,33,Student has a F grade.
-95,70,32,14,47,Student has a C grade.
-100,78,68,20,96,Student has a B grade.
-81,79,64,7,79,Student has a B grade.
-60,57,54,16,20,Student has a D grade.
-69,55,20,13,46,Student has a C grade.
-73,62,42,27,75,Student has a A grade.
-98,35,29,9,98,Student has a A grade.
-95,62,53,51,88,Student has a B grade.
-81,58,6,4,70,Student has a B grade.
-78,21,20,12,96,Student has a A grade.
-68,51,36,13,8,Student has a F grade.
-88,63,21,11,36,Student has a C grade.
-94,85,36,28,74,Student has a C grade.
-40,25,19,17,57,Student has a A grade.
-99,95,15,3,68,Student has a C grade.
-63,52,50,25,84,Student has a A grade.
-94,46,40,1,53,Student has a B grade.
-94,51,43,15,86,Student has a B grade.
-97,93,81,30,3,Student has a F grade.
-43,37,32,5,13,Student has a D grade.
-93,18,17,16,38,Student has a B grade.
-65,42,12,2,32,Student has a C grade.
-80,76,58,29,40,Student has a D grade.
-74,41,35,23,59,Student has a B grade.
-91,82,33,26,5,Student has a F grade.
-93,74,28,21,94,Student has a A grade.
-78,65,39,6,20,Student has a D grade.
-98,94,89,43,86,Student has a D grade.
-94,90,62,22,29,Student has a D grade.
-94,80,36,10,21,Student has a D grade.
-47,34,17,13,13,Student has a D grade.
-60,46,31,10,70,Student has a A grade.
-90,86,36,12,10,Student has a F grade.
-99,95,61,33,54,Student has a D grade.
-78,36,21,1,41,Student has a B grade.
-20,14,2,1,14,Student has a B grade.
-69,46,35,11,16,Student has a D grade.
-97,84,81,31,59,Student has a D grade.
-80,48,29,16,17,Student has a D grade.
-97,39,16,4,89,Student has a B grade.
-97,57,37,16,32,Student has a D grade.
-97,87,75,46,24,Student has a F grade.
-82,66,48,34,39,Student has a D grade.
-65,64,16,4,7,Student has a D grade.
-64,63,60,13,96,Student has a A grade.
-69,40,35,10,92,Student has a A grade.
-55,45,36,3,60,Student has a A grade.
-77,74,63,61,3,Student has a F grade.
-86,66,30,14,41,Student has a C grade.
-98,97,91,30,37,Student has a D grade.
-66,45,42,24,94,Student has a A grade.
-84,65,35,21,30,Student has a D grade.
-98,95,68,35,83,Student has a C grade.
-97,87,40,16,85,Student has a C grade.
-76,47,42,31,26,Student has a F grade.
-94,89,61,8,83,Student has a C grade.
-71,40,28,0,21,Student has a D grade.
-76,51,50,16,31,Student has a D grade.
-98,66,39,30,33,Student has a D grade.
-86,78,58,5,87,Student has a A grade.
-99,62,56,27,54,Student has a D grade.
-84,64,42,24,62,Student has a C grade.
-82,69,35,11,62,Student has a C grade.
-64,56,40,30,9,Student has a F grade.
-94,81,72,61,82,Student has a B grade.
-91,56,49,1,73,Student has a B grade.
-68,53,52,41,85,Student has a A grade.
-95,49,45,2,98,Student has a A grade.
-96,53,36,27,60,Student has a B grade.
-70,59,47,14,81,Student has a A grade.
-90,58,50,17,98,Student has a A grade.
-95,85,63,5,4,Student has a F grade.
-65,50,27,16,29,Student has a C grade.
-71,62,35,34,63,Student has a B grade.
-64,53,45,31,40,Student has a D grade.
-81,71,25,19,34,Student has a C grade.
-67,26,13,3,31,Student has a B grade.
-79,51,43,3,45,Student has a C grade.
-33,30,13,0,66,Student has a A grade.
-100,82,63,5,6,Student has a D grade.
-66,64,63,1,5,Student has a D grade.
-50,44,41,7,52,Student has a A grade.
-93,38,26,0,21,Student has a D grade.
-61,52,19,3,74,Student has a A grade.
-89,28,27,12,15,Student has a D grade.
-80,55,24,2,99,Student has a A grade.
-88,85,56,41,27,Student has a F grade.
-100,95,63,30,74,Student has a C grade.
-50,8,5,3,26,Student has a B grade.
-76,40,36,3,19,Student has a D grade.
-73,54,20,16,100,Student has a A grade.
-91,64,30,3,93,Student has a A grade.
-95,92,67,4,99,Student has a A grade.
-75,63,37,7,7,Student has a D grade.
-65,61,37,25,94,Student has a A grade.
-100,93,65,6,28,Student has a D grade.
-69,12,11,0,70,Student has a A grade.
-74,71,22,20,91,Student has a A grade.
-80,52,51,31,65,Student has a B grade.
-97,69,67,62,8,Student has a F grade.
-92,84,56,30,88,Student has a B grade.
-100,44,23,2,98,Student has a B grade.
-80,51,49,12,11,Student has a F grade.
-98,84,14,6,86,Student has a B grade.
-54,53,23,4,42,Student has a C grade.
-97,74,36,25,90,Student has a B grade.
-100,83,55,50,6,Student has a F grade.
-48,47,36,29,70,Student has a A grade.
-55,52,22,11,20,Student has a D grade.
-99,82,69,23,11,Student has a F grade.
-90,73,63,44,56,Student has a D grade.
-99,89,86,40,30,Student has a F grade.
-39,36,29,5,57,Student has a A grade.
-93,88,68,38,8,Student has a F grade.
-56,50,39,28,52,Student has a B grade.
-49,41,20,19,37,Student has a C grade.
-79,75,71,11,41,Student has a D grade.
-77,43,33,20,11,Student has a F grade.
-93,84,56,12,88,Student has a B grade.
-84,58,30,5,53,Student has a C grade.
-94,86,46,10,22,Student has a D grade.
-99,65,43,15,32,Student has a D grade.
-61,37,28,12,8,Student has a F grade.
-90,51,44,0,5,Student has a D grade.
-80,67,11,7,24,Student has a C grade.
-63,39,30,5,73,Student has a A grade.
-83,82,81,1,38,Student has a D grade.
-42,40,37,12,25,Student has a D grade.
-89,30,19,7,80,Student has a B grade.
-60,55,31,25,52,Student has a C grade.
-92,81,54,6,32,Student has a D grade.
-83,52,41,15,98,Student has a A grade.
-100,62,45,35,49,Student has a C grade.
-98,87,79,34,8,Student has a F grade.
-65,62,60,25,72,Student has a A grade.
-94,83,61,60,44,Student has a F grade.
-92,82,74,47,15,Student has a F grade.
-94,77,61,44,88,Student has a B grade.
-73,24,13,7,11,Student has a D grade.
-80,51,34,24,51,Student has a B grade.
-51,46,34,19,70,Student has a A grade.
-91,74,52,49,61,Student has a C grade.
-49,43,32,25,95,Student has a A grade.
-97,82,71,68,84,Student has a B grade.
-94,87,24,1,83,Student has a C grade.
-89,79,65,45,82,Student has a B grade.
-94,85,69,35,96,Student has a A grade.
-93,80,27,8,53,Student has a C grade.
-86,84,83,76,46,Student has a F grade.
-70,42,28,20,96,Student has a A grade.
-98,75,48,41,88,Student has a B grade.
-84,40,12,2,35,Student has a C grade.
-84,72,34,0,76,Student has a B grade.
-81,75,67,39,20,Student has a F grade.
-87,66,41,34,98,Student has a A grade.
-55,48,30,16,67,Student has a A grade.
-80,50,12,11,77,Student has a B grade.
-90,88,29,8,41,Student has a C grade.
-86,37,27,23,23,Student has a D grade.
-68,64,61,48,7,Student has a F grade.
-85,70,13,4,23,Student has a C grade.
-90,58,46,37,20,Student has a F grade.
-76,41,21,5,93,Student has a A grade.
-64,41,23,10,47,Student has a B grade.
-53,40,11,10,54,Student has a A grade.
-78,56,51,28,53,Student has a C grade.
-86,85,53,28,2,Student has a F grade.
-83,78,73,24,82,Student has a B grade.
-64,58,41,31,21,Student has a F grade.
-98,81,71,36,93,Student has a B grade.
-71,37,26,3,7,Student has a D grade.
-98,91,39,4,19,Student has a D grade.
-78,67,46,34,3,Student has a F grade.
-84,39,3,1,85,Student has a A grade.
-72,36,33,5,21,Student has a D grade.
-77,65,37,36,67,Student has a B grade.
-97,71,10,5,100,Student has a A grade.
-97,64,46,36,70,Student has a B grade.
-91,50,37,9,82,Student has a B grade.
-93,59,55,42,60,Student has a B grade.
-91,77,42,35,98,Student has a A grade.
-48,31,3,2,99,Student has a A grade.
-87,83,34,21,75,Student has a C grade.
-98,87,69,62,19,Student has a F grade.
-100,88,75,11,10,Student has a F grade.
-60,50,21,12,91,Student has a A grade.
-76,54,21,11,12,Student has a D grade.
-94,88,74,27,91,Student has a B grade.
-64,53,44,13,57,Student has a B grade.
-47,29,17,3,29,Student has a B grade.
-90,55,49,26,11,Student has a F grade.
-80,59,53,52,27,Student has a F grade.
-99,94,35,33,88,Student has a C grade.
-91,83,9,8,19,Student has a C grade.
-90,37,33,0,83,Student has a B grade.
-97,14,8,3,54,Student has a B grade.
-60,26,21,6,16,Student has a D grade.
-93,67,62,6,35,Student has a D grade.
-100,69,53,40,76,Student has a B grade.
-91,82,31,12,36,Student has a C grade.
-97,73,46,34,28,Student has a F grade.
-91,53,25,14,3,Student has a F grade.
-93,91,47,8,96,Student has a A grade.
-45,36,32,6,41,Student has a B grade.
-99,76,74,37,14,Student has a F grade.
-88,73,38,30,78,Student has a B grade.
-89,85,37,29,7,Student has a F grade.
-55,38,4,3,99,Student has a A grade.
-97,86,17,16,27,Student has a C grade.
-86,77,61,36,56,Student has a D grade.
-76,64,43,11,0,Student has a F grade.
-76,33,27,2,94,Student has a A grade.
-98,58,56,6,26,Student has a D grade.
-100,59,53,11,61,Student has a B grade.
-76,66,50,26,95,Student has a A grade.
-81,75,73,31,64,Student has a D grade.
-97,95,88,76,21,Student has a F grade.
-94,47,45,37,73,Student has a B grade.
-98,87,51,29,89,Student has a B grade.
-74,60,55,35,6,Student has a F grade.
-95,91,87,2,72,Student has a D grade.
-92,79,50,33,68,Student has a C grade.
-61,56,54,29,65,Student has a A grade.
-76,26,20,8,39,Student has a B grade.
-97,96,81,10,7,Student has a F grade.
-92,66,39,21,28,Student has a D grade.
-94,73,46,6,46,Student has a C grade.
-79,59,16,2,37,Student has a C grade.
-73,54,34,25,17,Student has a F grade.
-91,39,32,11,9,Student has a F grade.
-84,70,59,16,56,Student has a D grade.
-73,66,59,10,59,Student has a C grade.
-88,59,43,28,54,Student has a C grade.
-95,63,60,39,25,Student has a F grade.
-93,58,55,2,100,Student has a A grade.
-97,57,5,4,25,Student has a C grade.
-52,42,36,32,38,Student has a C grade.
-70,46,28,19,10,Student has a F grade.
-76,73,67,48,52,Student has a D grade.
-94,86,78,25,56,Student has a D grade.
-91,89,61,52,38,Student has a F grade.
-97,90,66,26,19,Student has a F grade.
-98,89,71,36,14,Student has a F grade.
-88,62,46,25,16,Student has a F grade.
-74,60,57,5,48,Student has a D grade.
-85,70,30,1,95,Student has a A grade.
-93,83,52,14,32,Student has a D grade.
-91,84,39,11,58,Student has a C grade.
-49,44,31,14,56,Student has a A grade.
-74,39,33,12,79,Student has a A grade.
-67,53,47,25,52,Student has a C grade.
-89,77,46,29,11,Student has a F grade.
-77,63,60,49,99,Student has a A grade.
-99,98,80,41,54,Student has a D grade.
-97,79,50,16,26,Student has a D grade.
-74,40,17,1,69,Student has a B grade.
-98,95,58,48,32,Student has a F grade.
-95,57,56,14,84,Student has a B grade.
-94,92,87,48,4,Student has a F grade.
-96,79,20,13,20,Student has a C grade.
-85,62,7,2,39,Student has a C grade.
-99,93,46,6,3,Student has a F grade.
-61,60,32,10,66,Student has a A grade.
-89,34,27,6,4,Student has a F grade.
-68,64,27,20,89,Student has a A grade.
-36,30,12,4,33,Student has a B grade.
-91,47,21,0,47,Student has a B grade.
-99,86,66,14,98,Student has a B grade.
-95,48,41,8,62,Student has a B grade.
-93,75,49,37,1,Student has a F grade.
-82,59,42,17,63,Student has a B grade.
-71,58,32,17,13,Student has a F grade.
-87,63,45,40,56,Student has a C grade.
-61,60,56,0,44,Student has a D grade.
-46,40,22,16,65,Student has a A grade.
-83,66,61,9,16,Student has a D grade.
-98,70,24,9,59,Student has a C grade.
-85,76,67,61,13,Student has a F grade.
-97,81,46,16,94,Student has a B grade.
-99,88,41,38,27,Student has a F grade.
-91,41,35,27,79,Student has a B grade.
-94,55,32,20,21,Student has a D grade.
-79,45,42,2,40,Student has a D grade.
-97,91,62,52,63,Student has a C grade.
-60,49,42,20,84,Student has a A grade.
-84,80,18,7,91,Student has a A grade.
-54,49,30,29,48,Student has a C grade.
-95,70,61,31,19,Student has a F grade.
-96,55,37,21,62,Student has a B grade.
-97,65,61,35,42,Student has a D grade.
-95,83,37,28,4,Student has a F grade.
-90,34,18,2,7,Student has a D grade.
-100,65,31,0,55,Student has a C grade.
-97,47,43,19,10,Student has a F grade.
-90,75,49,32,85,Student has a B grade.
-100,46,42,29,69,Student has a B grade.
-79,24,5,3,23,Student has a C grade.
-84,70,57,12,25,Student has a D grade.
-82,68,42,29,3,Student has a F grade.
-99,87,78,18,73,Student has a D grade.
-68,50,43,9,59,Student has a B grade.
-90,66,26,23,54,Student has a C grade.
-98,86,79,27,95,Student has a B grade.
-94,90,9,2,46,Student has a C grade.
-90,62,61,24,42,Student has a D grade.
-65,42,23,14,17,Student has a D grade.
-59,38,21,1,32,Student has a C grade.
-99,72,61,20,59,Student has a D grade.
-86,40,10,3,6,Student has a D grade.
-81,59,42,13,96,Student has a A grade.
-96,52,39,34,19,Student has a F grade.
-65,58,27,15,41,Student has a C grade.
-93,87,41,38,23,Student has a F grade.
-88,85,27,19,49,Student has a C grade.
-68,47,46,7,73,Student has a A grade.
-95,82,34,0,96,Student has a A grade.
-76,57,32,31,33,Student has a C grade.
-82,66,47,23,87,Student has a A grade.
-100,71,37,20,34,Student has a D grade.
-95,42,22,2,2,Student has a D grade.
-83,74,70,47,72,Student has a C grade.
-96,81,18,10,14,Student has a D grade.
-51,25,22,4,92,Student has a A grade.
-75,61,46,26,26,Student has a D grade.
-81,76,62,57,90,Student has a A grade.
-85,40,24,2,57,Student has a B grade.
-88,74,48,16,29,Student has a D grade.
-74,43,26,14,43,Student has a B grade.
-94,51,17,16,5,Student has a F grade.
-68,16,2,1,36,Student has a B grade.
-97,79,33,9,60,Student has a C grade.
-77,48,32,27,88,Student has a A grade.
-83,39,29,25,50,Student has a B grade.
-90,53,41,26,70,Student has a B grade.
-89,73,43,23,66,Student has a C grade.
-96,81,62,4,38,Student has a D grade.
-57,32,26,25,86,Student has a A grade.
-92,76,24,21,71,Student has a C grade.
-89,88,75,10,82,Student has a C grade.
-96,60,55,0,58,Student has a C grade.
-90,62,25,16,14,Student has a F grade.
-71,57,46,36,13,Student has a F grade.
-51,39,6,5,83,Student has a A grade.
-58,27,24,8,61,Student has a A grade.
-91,79,77,38,57,Student has a D grade.
-64,47,37,19,99,Student has a A grade.
-94,68,20,5,78,Student has a B grade.
-100,97,72,24,67,Student has a D grade.
-75,67,66,49,97,Student has a A grade.
-100,92,78,67,89,Student has a C grade.
-86,64,41,27,61,Student has a C grade.
-77,61,19,18,23,Student has a C grade.
-65,36,23,18,74,Student has a A grade.
-48,41,39,34,16,Student has a F grade.
-98,78,51,11,25,Student has a D grade.
-54,45,42,34,8,Student has a F grade.
-73,58,55,33,76,Student has a A grade.
-47,40,27,16,54,Student has a A grade.
-90,68,25,10,71,Student has a B grade.
-80,73,22,19,22,Student has a C grade.
-81,73,41,39,44,Student has a C grade.
-58,30,3,2,74,Student has a A grade.
-96,91,46,34,60,Student has a C grade.
-64,57,25,4,80,Student has a A grade.
-84,57,23,15,75,Student has a B grade.
-59,57,45,29,7,Student has a F grade.
-85,70,44,9,13,Student has a D grade.
-87,81,61,15,93,Student has a A grade.
-86,50,41,35,27,Student has a F grade.
-99,91,70,12,51,Student has a D grade.
-87,75,47,2,31,Student has a D grade.
-76,62,54,8,17,Student has a D grade.
-58,48,45,21,88,Student has a A grade.
-98,83,21,8,32,Student has a C grade.
-98,93,77,13,17,Student has a D grade.
-93,87,76,56,20,Student has a F grade.
-60,11,10,5,59,Student has a B grade.
-97,25,22,20,9,Student has a F grade.
-63,28,25,24,14,Student has a F grade.
-91,67,44,13,52,Student has a C grade.
-66,20,19,0,45,Student has a B grade.
-97,74,35,10,58,Student has a C grade.
-98,78,69,59,48,Student has a F grade.
-83,60,12,8,90,Student has a A grade.
-100,76,30,7,17,Student has a D grade.
-50,38,9,8,52,Student has a A grade.
-94,57,31,3,51,Student has a C grade.
-41,29,20,11,44,Student has a A grade.
-92,85,65,51,61,Student has a D grade.
-89,59,51,6,18,Student has a D grade.
-83,66,12,0,74,Student has a B grade.
-88,40,10,6,63,Student has a B grade.
-89,86,30,25,35,Student has a C grade.
-26,20,8,3,2,Student has a F grade.
-96,66,23,14,25,Student has a C grade.
-98,97,94,51,38,Student has a F grade.
-90,71,57,2,21,Student has a D grade.
-76,51,38,13,29,Student has a D grade.
-85,84,36,10,20,Student has a D grade.
-57,23,5,1,92,Student has a A grade.
-80,75,65,50,24,Student has a F grade.
-93,85,82,46,40,Student has a F grade.
-76,38,32,22,92,Student has a A grade.
-89,53,37,14,91,Student has a A grade.
-89,86,33,27,35,Student has a C grade.
-79,52,31,19,19,Student has a D grade.
-99,87,84,6,55,Student has a D grade.
-99,98,20,9,50,Student has a C grade.
-94,64,62,21,45,Student has a D grade.
-82,62,47,28,61,Student has a C grade.
-93,75,62,2,29,Student has a D grade.
-74,49,28,16,58,Student has a B grade.
-92,53,23,3,16,Student has a D grade.
-57,34,24,4,23,Student has a D grade.
-92,78,74,62,71,Student has a D grade.
-84,74,41,12,48,Student has a C grade.
-97,91,52,46,74,Student has a C grade.
-91,85,65,30,8,Student has a F grade.
-78,46,33,14,6,Student has a F grade.
-72,56,47,36,75,Student has a A grade.
-100,98,48,46,35,Student has a F grade.
-100,99,29,25,55,Student has a C grade.
-86,61,32,14,4,Student has a F grade.
-100,58,39,36,36,Student has a D grade.
-98,86,74,31,74,Student has a C grade.
-96,94,27,25,90,Student has a C grade.
-94,73,10,7,98,Student has a A grade.
-95,69,35,31,33,Student has a D grade.
-48,12,7,6,36,Student has a B grade.
-77,75,32,1,53,Student has a C grade.
-93,78,48,35,29,Student has a F grade.
-96,85,40,4,26,Student has a D grade.
-98,84,77,13,81,Student has a C grade.
-83,67,57,35,89,Student has a A grade.
-86,73,61,35,69,Student has a C grade.
-98,71,32,13,8,Student has a F grade.
-60,56,11,3,68,Student has a A grade.
-96,82,39,15,82,Student has a B grade.
-70,69,11,1,5,Student has a D grade.
-81,54,21,4,67,Student has a B grade.
-70,67,61,4,79,Student has a A grade.
-92,49,16,9,61,Student has a B grade.
-42,26,25,20,11,Student has a F grade.
-100,93,32,21,99,Student has a B grade.
-74,60,24,6,91,Student has a A grade.
-95,85,62,26,32,Student has a D grade.
-98,61,16,10,70,Student has a B grade.
-60,43,23,3,48,Student has a B grade.
-45,39,8,4,30,Student has a C grade.
-93,91,89,51,26,Student has a F grade.
-63,24,22,1,39,Student has a B grade.
-84,52,51,19,10,Student has a F grade.
-98,93,71,35,19,Student has a F grade.
-75,56,47,23,14,Student has a F grade.
-92,74,29,20,24,Student has a D grade.
-71,69,61,35,17,Student has a F grade.
-84,78,62,47,10,Student has a F grade.
-74,61,47,4,8,Student has a D grade.
-81,67,54,12,7,Student has a F grade.
-95,63,8,1,21,Student has a C grade.
-94,62,42,22,69,Student has a B grade.
-71,54,42,6,66,Student has a B grade.
-98,71,29,4,17,Student has a D grade.
-96,85,45,35,31,Student has a F grade.
-69,56,20,16,82,Student has a A grade.
-77,33,6,0,89,Student has a A grade.
-81,76,52,25,58,Student has a C grade.
-96,62,28,9,53,Student has a C grade.
-71,60,54,30,99,Student has a A grade.
-97,86,74,51,11,Student has a F grade.
-99,59,40,3,2,Student has a F grade.
-92,72,55,19,62,Student has a C grade.
-95,58,31,16,11,Student has a F grade.
-95,86,35,4,65,Student has a C grade.
-96,52,36,31,57,Student has a B grade.
-69,61,39,8,92,Student has a A grade.
-62,59,23,13,86,Student has a A grade.
-80,79,43,27,71,Student has a C grade.
-99,89,68,60,93,Student has a B grade.
-93,69,66,27,19,Student has a F grade.
-68,66,24,11,51,Student has a C grade.
-86,32,30,24,89,Student has a A grade.
-80,68,55,51,38,Student has a F grade.
-52,12,4,3,2,Student has a F grade.
-98,52,50,26,73,Student has a B grade.
-78,74,48,44,80,Student has a A grade.
-48,32,20,4,80,Student has a A grade.
-92,36,19,10,20,Student has a C grade.
-66,60,56,1,26,Student has a D grade.
-79,67,17,9,89,Student has a A grade.
-94,53,45,23,69,Student has a B grade.
-89,71,69,4,19,Student has a D grade.
-43,21,6,3,35,Student has a B grade.
-91,27,18,13,84,Student has a B grade.
-76,49,38,32,39,Student has a C grade.
-96,89,48,29,96,Student has a A grade.
-86,27,23,1,86,Student has a A grade.
-92,91,87,22,14,Student has a F grade.
-83,81,79,67,72,Student has a D grade.
-100,97,38,34,26,Student has a F grade.
-66,50,32,11,52,Student has a B grade.
-60,57,26,14,18,Student has a D grade.
-78,36,14,12,8,Student has a F grade.
-81,67,63,53,19,Student has a F grade.
-81,61,20,6,25,Student has a C grade.
-99,74,35,6,2,Student has a F grade.
-76,53,37,12,58,Student has a B grade.
-93,52,23,3,76,Student has a B grade.
-93,66,55,35,39,Student has a D grade.
-84,58,22,19,26,Student has a C grade.
-70,45,43,38,66,Student has a B grade.
-91,85,33,14,51,Student has a C grade.
-99,61,21,11,61,Student has a B grade.
-56,53,48,15,23,Student has a D grade.
-98,69,50,21,26,Student has a D grade.
-93,75,49,25,74,Student has a C grade.
-93,64,29,23,16,Student has a F grade.
-75,62,41,12,15,Student has a D grade.
-63,55,51,14,56,Student has a B grade.
-82,64,47,37,70,Student has a B grade.
-84,60,13,7,76,Student has a B grade.
-98,75,39,31,89,Student has a B grade.
-87,49,33,5,65,Student has a B grade.
-59,38,25,16,12,Student has a F grade.
-86,66,57,15,90,Student has a A grade.
-93,51,39,23,60,Student has a B grade.
-93,81,47,34,56,Student has a C grade.
-54,47,42,28,89,Student has a A grade.
-57,32,30,15,78,Student has a A grade.
-80,40,21,0,72,Student has a B grade.
-97,73,24,23,68,Student has a C grade.
-85,52,43,27,11,Student has a F grade.
-69,54,46,6,86,Student has a A grade.
-91,13,6,5,98,Student has a A grade.
-99,86,60,30,1,Student has a F grade.
-80,47,13,12,70,Student has a B grade.
-92,76,59,23,27,Student has a D grade.
-91,64,30,9,80,Student has a B grade.
-75,57,54,32,14,Student has a F grade.
-93,72,60,40,7,Student has a F grade.
-55,20,15,8,82,Student has a A grade.
-83,73,55,17,91,Student has a A grade.
-87,57,22,6,69,Student has a B grade.
-75,69,43,35,32,Student has a F grade.
-100,93,31,11,58,Student has a C grade.
-87,68,41,28,27,Student has a F grade.
-71,54,40,14,18,Student has a D grade.
-100,59,56,38,47,Student has a D grade.
-75,64,51,19,88,Student has a A grade.
-70,44,35,18,16,Student has a F grade.
-70,50,44,5,98,Student has a A grade.
-77,51,46,28,75,Student has a B grade.
-86,78,75,49,55,Student has a D grade.
-79,67,62,36,64,Student has a C grade.
-95,61,32,26,31,Student has a D grade.
-97,70,68,15,2,Student has a F grade.
-88,81,79,4,15,Student has a D grade.
-77,70,37,25,78,Student has a A grade.
-83,77,71,23,28,Student has a D grade.
-66,51,35,31,51,Student has a B grade.
-40,35,24,7,12,Student has a D grade.
-45,36,24,9,70,Student has a A grade.
-83,66,51,29,71,Student has a B grade.
-88,51,42,12,17,Student has a D grade.
-59,52,37,14,50,Student has a C grade.
-81,75,74,39,65,Student has a D grade.
-70,69,16,7,2,Student has a F grade.
-72,67,60,31,82,Student has a A grade.
-27,21,19,12,93,Student has a A grade.
-97,94,79,76,59,Student has a F grade.
-63,39,36,15,42,Student has a B grade.
-95,50,47,24,31,Student has a D grade.
-80,71,13,6,35,Student has a C grade.
-54,43,42,9,54,Student has a A grade.
-82,59,28,19,49,Student has a C grade.
-85,77,65,44,65,Student has a C grade.
-98,61,34,8,78,Student has a B grade.
-56,35,23,9,23,Student has a C grade.
-93,53,50,27,31,Student has a D grade.
-62,15,14,3,25,Student has a B grade.
-55,51,50,1,8,Student has a D grade.
-58,39,36,17,13,Student has a F grade.
-97,70,33,17,18,Student has a D grade.
-80,69,48,1,37,Student has a D grade.
-71,54,35,1,34,Student has a D grade.
-89,84,54,5,85,Student has a B grade.
-66,56,41,12,75,Student has a A grade.
-93,54,52,25,33,Student has a D grade.
-88,73,41,25,64,Student has a C grade.
-76,28,26,10,86,Student has a A grade.
-82,57,35,29,47,Student has a C grade.
-91,65,44,6,77,Student has a B grade.
-98,36,10,6,12,Student has a C grade.
-95,88,54,13,56,Student has a C grade.
-91,56,31,22,89,Student has a B grade.
-79,61,12,5,43,Student has a C grade.
-98,82,57,35,6,Student has a F grade.
-84,53,2,0,37,Student has a C grade.
-94,78,48,17,86,Student has a B grade.
-95,93,82,10,52,Student has a D grade.
-98,68,67,51,22,Student has a F grade.
-100,53,21,8,11,Student has a D grade.
-82,67,54,21,22,Student has a D grade.
-98,68,22,1,60,Student has a C grade.
-42,30,12,6,13,Student has a C grade.
-90,81,62,27,49,Student has a D grade.
-90,58,35,7,61,Student has a B grade.
-65,31,23,11,47,Student has a B grade.
-75,52,24,1,43,Student has a C grade.
-99,82,19,13,21,Student has a C grade.
-97,59,49,24,62,Student has a B grade.
-91,85,60,17,52,Student has a D grade.
-60,25,22,7,47,Student has a B grade.
-100,87,50,41,34,Student has a F grade.
-85,79,67,52,21,Student has a F grade.
-97,81,45,12,49,Student has a C grade.
-90,73,48,24,99,Student has a A grade.
-85,61,23,6,60,Student has a C grade.
-86,53,42,29,12,Student has a F grade.
-100,74,47,33,78,Student has a B grade.
-95,72,14,7,34,Student has a C grade.
-63,13,7,0,74,Student has a A grade.
-69,55,12,8,88,Student has a A grade.
-99,64,62,42,32,Student has a F grade.
-72,53,50,42,69,Student has a B grade.
-51,31,24,4,64,Student has a A grade.
-85,48,17,14,24,Student has a C grade.
-100,83,79,72,74,Student has a D grade.
-53,17,14,2,92,Student has a A grade.
-87,52,50,3,72,Student has a B grade.
-41,40,18,14,55,Student has a A grade.
-76,68,53,40,51,Student has a D grade.
-83,81,72,12,54,Student has a D grade.
-74,44,23,13,22,Student has a D grade.
-95,84,39,34,97,Student has a A grade.
-74,47,29,26,89,Student has a A grade.
-63,56,15,8,68,Student has a A grade.
-95,94,46,44,12,Student has a F grade.
-91,76,53,45,61,Student has a C grade.
-89,76,71,44,98,Student has a A grade.
-80,60,39,33,16,Student has a F grade.
-61,42,41,23,16,Student has a F grade.
-65,36,11,4,90,Student has a A grade.
-96,78,76,71,20,Student has a F grade.
-43,20,5,4,43,Student has a A grade.
-92,38,12,2,26,Student has a C grade.
-98,91,52,43,63,Student has a C grade.
-70,67,57,5,29,Student has a D grade.
-32,27,3,1,98,Student has a A grade.
-52,14,11,9,76,Student has a A grade.
-71,17,12,6,19,Student has a B grade.
-74,71,70,34,61,Student has a D grade.
-95,78,45,2,26,Student has a D grade.
-35,30,10,8,66,Student has a A grade.
-53,49,39,6,93,Student has a A grade.
-77,67,60,18,38,Student has a D grade.
-100,47,38,8,61,Student has a B grade.
-80,64,59,45,94,Student has a A grade.
-78,59,49,25,64,Student has a B grade.
-55,33,16,7,84,Student has a A grade.
-94,80,23,1,69,Student has a C grade.
-84,76,53,32,85,Student has a A grade.
-61,51,47,20,97,Student has a A grade.
-98,95,17,10,60,Student has a C grade.
-50,41,31,24,70,Student has a A grade.
-71,60,22,10,2,Student has a F grade.
-98,94,90,44,78,Student has a D grade.
-88,86,79,18,57,Student has a D grade.
-100,75,60,20,51,Student has a D grade.
-93,62,49,25,27,Student has a D grade.
-91,68,42,18,29,Student has a D grade.
-80,35,13,11,65,Student has a B grade.
-86,60,50,2,18,Student has a D grade.
-88,63,58,37,67,Student has a B grade.
-72,60,27,0,22,Student has a D grade.
-91,81,66,3,81,Student has a B grade.
-30,27,26,7,28,Student has a B grade.
-90,63,56,17,68,Student has a B grade.
-62,49,28,4,28,Student has a C grade.
-98,77,55,25,35,Student has a D grade.
-84,25,7,6,50,Student has a B grade.
-72,57,53,47,76,Student has a A grade.
-63,33,24,6,44,Student has a B grade.
-57,46,32,21,94,Student has a A grade.
-79,55,38,6,2,Student has a F grade.
-78,59,55,37,67,Student has a B grade.
-66,64,34,9,89,Student has a A grade.
-70,62,36,29,46,Student has a C grade.
-84,79,78,23,21,Student has a F grade.
-58,42,12,0,64,Student has a A grade.
-94,84,63,26,78,Student has a C grade.
-93,71,34,22,29,Student has a D grade.
-32,28,23,10,43,Student has a A grade.
-65,58,53,25,99,Student has a A grade.
-83,73,23,19,73,Student has a B grade.
-96,51,10,2,39,Student has a C grade.
-94,83,26,20,83,Student has a B grade.
-96,82,44,24,22,Student has a F grade.
-47,43,39,30,49,Student has a A grade.
-45,44,42,27,33,Student has a D grade.
-65,41,28,8,88,Student has a A grade.
-88,82,60,59,9,Student has a F grade.
-94,62,53,5,71,Student has a B grade.
-100,86,57,25,65,Student has a C grade.
-63,56,51,0,26,Student has a D grade.
-45,44,22,14,90,Student has a A grade.
-72,42,21,13,84,Student has a A grade.
-93,81,35,15,85,Student has a B grade.
-94,65,63,34,24,Student has a F grade.
-63,40,37,18,73,Student has a A grade.
-28,27,13,4,24,Student has a C grade.
-63,60,39,32,3,Student has a F grade.
-97,92,91,73,31,Student has a F grade.
-98,92,74,57,37,Student has a F grade.
-100,31,28,8,56,Student has a B grade.
-66,42,11,2,58,Student has a B grade.
-82,26,8,6,26,Student has a B grade.
-86,45,32,28,6,Student has a F grade.
-94,76,25,2,24,Student has a D grade.
-61,54,42,0,64,Student has a A grade.
-77,72,51,37,81,Student has a A grade.
-71,65,34,22,78,Student has a A grade.
-98,81,45,28,27,Student has a F grade.
-87,80,68,49,88,Student has a A grade.
-80,17,15,6,19,Student has a B grade.
-81,80,41,26,50,Student has a C grade.
-62,61,40,3,82,Student has a A grade.
-87,70,54,7,51,Student has a D grade.
-38,19,11,2,46,Student has a A grade.
-97,90,33,15,9,Student has a F grade.
-82,66,56,35,18,Student has a F grade.
-100,41,9,8,88,Student has a B grade.
-92,59,36,16,8,Student has a F grade.
-71,60,31,14,82,Student has a A grade.
-97,64,51,0,49,Student has a D grade.
-74,46,38,17,18,Student has a D grade.
-81,71,60,29,35,Student has a D grade.
-87,64,59,17,34,Student has a D grade.
-60,39,27,26,16,Student has a F grade.
-96,77,28,24,95,Student has a B grade.
-56,48,21,19,100,Student has a A grade.
-100,91,49,22,5,Student has a F grade.
-87,58,39,14,76,Student has a B grade.
-75,56,32,2,12,Student has a D grade.
-100,95,79,34,71,Student has a D grade.
-92,86,24,9,29,Student has a C grade.
-59,31,25,11,22,Student has a D grade.
-78,69,50,14,89,Student has a A grade.
-82,60,43,42,52,Student has a C grade.
-62,38,22,10,62,Student has a A grade.
-97,86,84,34,18,Student has a F grade.
-97,92,73,67,67,Student has a D grade.
-83,62,47,6,24,Student has a D grade.
-83,43,26,4,46,Student has a B grade.
-49,46,32,6,5,Student has a F grade.
-86,62,34,31,16,Student has a F grade.
-56,50,24,15,27,Student has a C grade.
-92,79,76,12,23,Student has a D grade.
-99,73,56,51,15,Student has a F grade.
-34,26,4,2,33,Student has a B grade.
-73,28,15,14,11,Student has a F grade.
-100,50,38,3,26,Student has a D grade.
-88,62,41,2,18,Student has a D grade.
-90,57,27,23,63,Student has a B grade.
-64,12,7,1,82,Student has a A grade.
-76,56,54,49,66,Student has a B grade.
-97,91,53,16,71,Student has a C grade.
-98,93,45,31,93,Student has a B grade.
-94,38,26,4,41,Student has a B grade.
-97,66,11,9,46,Student has a C grade.
-74,46,33,3,23,Student has a D grade.
-77,52,51,39,78,Student has a A grade.
-52,41,25,19,98,Student has a A grade.
-98,50,33,17,46,Student has a C grade.
-92,53,33,17,47,Student has a C grade.
-74,69,41,15,4,Student has a F grade.
-100,88,72,59,79,Student has a C grade.
-76,61,59,26,58,Student has a D grade.
-79,61,45,9,45,Student has a C grade.
-99,76,49,27,75,Student has a C grade.
-90,75,33,8,76,Student has a B grade.
-66,54,24,4,61,Student has a B grade.
-94,91,75,36,64,Student has a D grade.
diff --git a/picked/grade-train.csv b/picked/grade-train.csv
deleted file mode 100644
index de383f7..0000000
--- a/picked/grade-train.csv
+++ /dev/null
@@ -1,201 +0,0 @@
-input1,input2,input3,input4,input5,output1
-80,70,60,50,85,Student has a A grade.
-80,70,60,50,80,Student has a A grade.
-80,70,60,50,79,Student has a B grade.
-80,70,60,50,75,Student has a B grade.
-80,70,60,50,70,Student has a B grade.
-80,70,60,50,69,Student has a C grade.
-80,70,60,50,65,Student has a C grade.
-80,70,60,50,60,Student has a C grade.
-80,70,60,50,59,Student has a D grade.
-80,70,60,50,55,Student has a D grade.
-80,70,60,50,50,Student has a D grade.
-80,70,60,50,49,Student has a F grade.
-80,70,60,50,45,Student has a F grade.
-90,80,70,60,100,Student has a A grade.
-90,80,70,60,0,Student has a F grade.
-4,3,2,1,5,Student has a A grade.
-4,3,2,1,4,Student has a A grade.
-4,3,2,1,3,Student has a B grade.
-4,3,2,1,2,Student has a C grade.
-4,3,2,1,1,Student has a D grade.
-4,3,2,1,0,Student has a F grade.
-100,99,98,97,100,Student has a A grade.
-100,99,98,97,99,Student has a B grade.
-100,99,98,97,98,Student has a C grade.
-100,99,98,97,97,Student has a D grade.
-100,99,98,97,96,Student has a F grade.
-98,48,27,3,55,Student has a B grade.
-98,48,27,3,14,Student has a D grade.
-98,48,27,3,1,Student has a F grade.
-45,30,27,0,1,Student has a D grade.
-45,30,27,0,0,Student has a D grade.
-48,46,44,42,40,Student has a F grade.
-48,46,44,42,41,Student has a F grade.
-48,46,44,42,42,Student has a D grade.
-48,46,44,42,43,Student has a D grade.
-48,46,44,42,44,Student has a C grade.
-48,46,44,42,45,Student has a C grade.
-48,46,44,42,46,Student has a B grade.
-48,46,44,42,47,Student has a B grade.
-48,46,44,42,48,Student has a A grade.
-48,46,44,42,49,Student has a A grade.
-91,77,60,26,86,Student has a B grade.
-85,77,63,33,24,Student has a F grade.
-85,64,31,18,18,Student has a D grade.
-82,72,65,22,61,Student has a D grade.
-76,74,67,26,65,Student has a D grade.
-80,63,50,29,23,Student has a F grade.
-83,82,36,0,20,Student has a D grade.
-93,47,38,23,72,Student has a B grade.
-65,43,17,10,100,Student has a A grade.
-96,61,43,35,17,Student has a F grade.
-91,72,11,5,31,Student has a C grade.
-71,60,50,26,77,Student has a A grade.
-57,50,27,5,27,Student has a C grade.
-60,57,54,49,99,Student has a A grade.
-70,33,24,6,36,Student has a B grade.
-94,72,14,2,44,Student has a C grade.
-95,87,78,9,14,Student has a D grade.
-71,56,47,14,74,Student has a A grade.
-31,29,13,11,11,Student has a D grade.
-72,71,10,3,27,Student has a C grade.
-98,58,40,29,42,Student has a C grade.
-90,70,50,49,93,Student has a A grade.
-90,89,55,6,18,Student has a D grade.
-95,72,56,45,43,Student has a F grade.
-87,55,45,40,42,Student has a D grade.
-86,77,68,11,25,Student has a D grade.
-72,51,25,9,70,Student has a B grade.
-76,53,33,4,8,Student has a D grade.
-87,85,75,57,19,Student has a F grade.
-86,62,48,25,61,Student has a C grade.
-95,61,52,13,76,Student has a B grade.
-91,79,12,5,15,Student has a C grade.
-97,68,54,18,22,Student has a D grade.
-84,72,44,1,67,Student has a C grade.
-97,71,70,45,56,Student has a D grade.
-82,80,26,14,73,Student has a C grade.
-70,68,51,30,26,Student has a F grade.
-88,82,67,55,51,Student has a F grade.
-82,78,77,59,17,Student has a F grade.
-74,39,14,10,82,Student has a A grade.
-99,96,91,37,59,Student has a D grade.
-88,72,56,10,12,Student has a D grade.
-62,47,45,29,20,Student has a F grade.
-89,48,47,7,60,Student has a B grade.
-68,46,45,36,46,Student has a B grade.
-95,90,49,37,97,Student has a A grade.
-70,68,49,19,84,Student has a A grade.
-95,30,26,18,29,Student has a C grade.
-89,75,59,17,72,Student has a C grade.
-83,58,47,44,91,Student has a A grade.
-99,95,51,13,75,Student has a C grade.
-74,59,46,2,84,Student has a A grade.
-84,76,61,0,70,Student has a C grade.
-63,54,44,15,83,Student has a A grade.
-88,76,41,30,2,Student has a F grade.
-88,62,31,28,13,Student has a F grade.
-77,74,44,32,5,Student has a F grade.
-93,41,30,23,25,Student has a D grade.
-90,77,48,39,57,Student has a C grade.
-77,51,8,4,23,Student has a C grade.
-91,23,2,0,79,Student has a B grade.
-76,48,40,34,20,Student has a F grade.
-83,33,21,11,84,Student has a A grade.
-93,56,35,19,7,Student has a F grade.
-32,16,5,2,14,Student has a C grade.
-61,37,14,11,55,Student has a B grade.
-82,44,16,15,22,Student has a C grade.
-84,35,33,32,16,Student has a F grade.
-70,69,24,8,60,Student has a C grade.
-43,37,8,1,70,Student has a A grade.
-89,80,65,5,29,Student has a D grade.
-94,83,62,54,40,Student has a F grade.
-47,46,44,41,28,Student has a F grade.
-95,37,15,4,95,Student has a A grade.
-84,51,50,34,99,Student has a A grade.
-72,51,50,34,27,Student has a F grade.
-98,86,71,40,55,Student has a D grade.
-93,75,43,0,66,Student has a C grade.
-88,49,8,4,81,Student has a B grade.
-96,52,15,13,56,Student has a B grade.
-60,57,53,32,87,Student has a A grade.
-100,64,49,37,93,Student has a B grade.
-62,41,25,5,90,Student has a A grade.
-68,66,35,33,82,Student has a A grade.
-95,80,43,6,55,Student has a C grade.
-53,51,32,10,52,Student has a B grade.
-70,61,55,17,93,Student has a A grade.
-100,97,53,14,12,Student has a F grade.
-97,88,77,51,59,Student has a D grade.
-74,70,48,23,31,Student has a D grade.
-93,71,62,53,15,Student has a F grade.
-81,73,58,20,21,Student has a D grade.
-59,51,42,16,54,Student has a B grade.
-83,17,14,5,78,Student has a B grade.
-51,32,17,15,59,Student has a A grade.
-42,31,26,24,29,Student has a C grade.
-72,36,27,13,58,Student has a B grade.
-60,54,37,36,11,Student has a F grade.
-75,47,18,10,45,Student has a C grade.
-60,50,12,8,57,Student has a B grade.
-95,28,18,16,76,Student has a B grade.
-47,46,42,8,88,Student has a A grade.
-80,58,43,18,9,Student has a F grade.
-79,76,65,45,86,Student has a A grade.
-92,46,24,4,89,Student has a B grade.
-96,84,71,0,92,Student has a B grade.
-70,62,54,10,90,Student has a A grade.
-90,88,77,73,53,Student has a F grade.
-91,50,45,25,77,Student has a B grade.
-85,76,62,46,4,Student has a F grade.
-84,65,41,33,13,Student has a F grade.
-89,75,69,13,61,Student has a D grade.
-59,42,31,7,36,Student has a C grade.
-94,73,39,37,68,Student has a C grade.
-62,20,14,13,89,Student has a A grade.
-87,73,63,55,16,Student has a F grade.
-65,59,50,22,35,Student has a D grade.
-80,59,44,24,56,Student has a C grade.
-55,41,11,2,3,Student has a D grade.
-65,57,40,21,21,Student has a D grade.
-41,9,7,3,87,Student has a A grade.
-78,61,56,1,32,Student has a D grade.
-79,56,5,2,75,Student has a B grade.
-98,91,62,56,4,Student has a F grade.
-85,62,58,32,47,Student has a D grade.
-75,55,41,11,49,Student has a C grade.
-95,80,20,10,24,Student has a C grade.
-44,43,9,6,74,Student has a A grade.
-96,89,56,20,10,Student has a F grade.
-99,96,72,42,27,Student has a F grade.
-54,40,28,17,77,Student has a A grade.
-55,40,9,8,10,Student has a C grade.
-89,64,42,6,39,Student has a D grade.
-100,70,27,20,99,Student has a B grade.
-96,81,74,41,82,Student has a B grade.
-98,82,77,45,52,Student has a D grade.
-84,63,23,5,56,Student has a C grade.
-90,43,35,19,4,Student has a F grade.
-99,63,54,40,86,Student has a B grade.
-86,53,48,27,76,Student has a B grade.
-99,50,46,5,100,Student has a A grade.
-85,49,48,45,95,Student has a A grade.
-82,66,30,18,17,Student has a F grade.
-46,43,40,9,48,Student has a A grade.
-94,85,54,37,64,Student has a C grade.
-81,48,43,16,54,Student has a B grade.
-94,89,41,7,50,Student has a C grade.
-86,78,70,16,73,Student has a C grade.
-67,53,32,15,95,Student has a A grade.
-80,41,31,10,78,Student has a B grade.
-95,67,35,4,61,Student has a C grade.
-63,60,52,34,57,Student has a C grade.
-88,80,39,31,70,Student has a C grade.
-43,37,22,4,1,Student has a F grade.
-88,50,33,1,36,Student has a C grade.
-85,66,58,0,21,Student has a D grade.
-40,11,10,1,65,Student has a A grade.
-97,75,20,2,18,Student has a D grade.
-93,60,51,11,76,Student has a B grade.
diff --git a/picked/scrabble-score-test.csv b/picked/scrabble-score-test.csv
deleted file mode 100644
index 44e1e0c..0000000
--- a/picked/scrabble-score-test.csv
+++ /dev/null
@@ -1,1001 +0,0 @@
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--5134,small
--8720,small
-390,small
-3304,large
-627,small
--6369,small
-4972,large
-8922,large
-3602,large
-6353,large
--7190,small
--1333,small
-9568,large
-7097,large
--6527,small
--9264,small
--4625,small
-7000,large
-910,small
--8763,small
-2564,large
-5730,large
--2593,small
--3347,small
--6767,small
--37,small
--7144,small
--4540,small
--3259,small
-3088,large
--5542,small
-2430,large
--3696,small
-8509,large
--3864,small
-6638,large
-8977,large
-7162,large
--506,small
-5636,large
--6183,small
--7226,small
-3622,large
--8985,small
-3263,large
-5095,large
--4201,small
--252,small
--9296,small
--8215,small
--2710,small
--1785,small
-1628,
-7114,large
-5877,large
--9011,small
--6718,small
-7813,large
-394,small
-1516,
--3201,small
-7469,large
--2257,small
-9902,large
-3658,large
-9199,large
-1225,
-807,small
-6550,large
-6105,large
--5872,small
--7077,small
-1868,
-1771,
--5530,small
--7628,small
-4094,large
--847,small
--7575,small
-3753,large
--3805,small
--1997,small
-76,small
-6588,large
-7035,large
-5310,large
-5632,large
--6637,small
--2485,small
--2832,small
-5230,large
-3810,large
-5241,large
-7993,large
--1885,small
--6974,small
--6832,small
--5074,small
--5567,small
-4019,large
--6600,small
-5025,large
-6525,large
-7820,large
-15,small
--6510,small
-5804,large
-5323,large
--7751,small
--7367,small
--8758,small
-4710,large
--1292,small
--6627,small
-446,small
-5209,large
-4699,large
-2539,large
--7659,small
--9709,small
--5653,small
-5502,large
--5751,small
--2529,small
-7195,large
-6096,large
-3813,large
-9167,large
-6428,large
-4863,large
-1075,
-2751,large
-2459,large
-9483,large
--1279,small
-9023,large
--2467,small
--5113,small
-1920,
--9278,small
--8448,small
-3423,large
--5404,small
-3093,large
--6206,small
-164,small
--3905,small
--5310,small
-8438,large
--6505,small
--9334,small
--3364,small
-6047,large
--7334,small
--4882,small
--9290,small
-2503,large
--6100,small
-3614,large
-9391,large
--5273,small
-6445,large
-1439,
-2516,large
-7051,large
--4976,small
--5153,small
-7264,large
-7335,large
--912,small
-9324,large
--8826,small
-5270,large
-3527,large
-3712,large
-1641,
--5453,small
-2286,large
--9827,small
-933,small
--2029,small
--8187,small
-9998,large
-4290,large
--3477,small
-3646,large
--2605,small
--1998,small
--7532,small
-290,small
--4789,small
--3865,small
-4521,large
-1884,
--2684,small
-7301,large
-808,small
-768,small
--6804,small
--898,small
-1467,
--5708,small
--2364,small
-2068,large
--5746,small
-5366,large
--5832,small
--6110,small
-3063,large
--6420,small
-4674,large
-1985,
-8016,large
--3871,small
--1061,small
-4958,large
--7162,small
-389,small
-585,small
--515,small
-7664,large
--4859,small
-9348,large
-905,small
-7849,large
--4278,small
-5594,large
-9919,large
-6623,large
-5186,large
--3483,small
--3679,small
-2901,large
-3021,large
-2942,large
-5421,large
--1491,small
--6611,small
diff --git a/picked/small-or-large-train.csv b/picked/small-or-large-train.csv
deleted file mode 100644
index 2b98523..0000000
--- a/picked/small-or-large-train.csv
+++ /dev/null
@@ -1,201 +0,0 @@
-input1,output1
--10000,small
-0,small
-980,small
-995,small
-996,small
-997,small
-998,small
-999,small
-1000,
-1001,
-1002,
-1003,
-1004,
-1020,
-1980,
-1995,
-1996,
-1997,
-1998,
-1999,
-2000,large
-2001,large
-2002,large
-2003,large
-2004,large
-2020,large
-10000,large
-177,small
--1113,small
--1958,small
--3416,small
--2415,small
--5035,small
--703,small
--2557,small
--9654,small
--3307,small
-9934,large
-9343,large
-2296,large
--3847,small
--2490,small
-8009,large
--8988,small
--941,small
--4500,small
--6136,small
-5155,large
-2530,large
-226,small
--170,small
-7776,large
-6026,large
-7351,large
-8432,large
-437,small
-2691,large
--195,small
--6919,small
--6691,small
-6697,large
--4503,small
--9485,small
--4869,small
--4280,small
--1064,small
-8844,large
-6036,large
--8363,small
--8050,small
-8517,large
--1748,small
-1585,
--2729,small
-2309,large
-4954,large
--1729,small
-2498,large
-1820,
-7406,large
--9031,small
-8733,large
--9001,small
--7455,small
--1020,small
-3640,large
-5030,large
-9191,large
-5823,large
--7622,small
-4731,large
--8419,small
-3129,large
--9756,small
--4634,small
-5342,large
-4086,large
-1774,
-4058,large
--6857,small
--7690,small
-2181,large
-9229,large
--1506,small
--3115,small
-6443,large
--812,small
-2766,large
-9667,large
-7090,large
--3544,small
--9884,small
--8402,small
-7058,large
-2763,large
-8939,large
-6939,large
-8464,large
--3577,small
--8010,small
-3971,large
--8294,small
--9508,small
--4956,small
-6560,large
--4181,small
--1526,small
-3918,large
--7792,small
-4352,large
-4976,large
--280,small
-6115,large
-9511,large
-5422,large
--24,small
-3569,large
--3252,small
-2257,large
--1105,small
--3707,small
--684,small
--1632,small
-9054,large
-8677,large
-2055,large
-4301,large
--4478,small
-7766,large
-5134,large
--9550,small
-5118,large
--8604,small
-5722,large
-1230,
-90,small
--1900,small
-2864,large
--7002,small
--9491,small
--7793,small
-2507,large
-9443,large
-2002,large
-9201,large
-3000,large
-849,small
--1519,small
-3741,large
--273,small
--9511,small
-138,small
-3531,large
-4985,large
-4533,large
-3514,large
-5795,large
--5650,small
--1901,small
--5358,small
-2332,large
--9718,small
-2142,large
-701,small
--8615,small
--1671,small
--3236,small
-8277,large
--3651,small
--8243,small
--9050,small
--9427,small
--2873,small
--68,small
-3218,large
--507,small
-4126,large
--168,small
-8623,large
--2009,small
diff --git a/project.clj b/project.clj
index 42642b1..a8f2569 100644
--- a/project.clj
+++ b/project.clj
@@ -6,7 +6,7 @@
   :dependencies [[org.clojure/clojure "1.10.0"]
                  [org.clojure/clojurescript "1.9.946"]
                  [org.clojure/test.check "1.1.0"]
-                 [net.clojars.schneau/psb2 "1.1.0"]
+                 [net.clojars.schneau/psb2 "1.1.1"]
                  [org.clojure/data.csv "1.0.1"]]
   :profiles {:profiling {:dependencies [[com.clojure-goes-fast/clj-async-profiler "0.5.1"]]}}
   :main ^:skip-aot propeller.core
diff --git a/src/propeller/problems/PSB1/count_odds.cljc b/src/propeller/problems/PSB1/count_odds.cljc
index 84a6ef7..0f81952 100644
--- a/src/propeller/problems/PSB1/count_odds.cljc
+++ b/src/propeller/problems/PSB1/count_odds.cljc
@@ -10,8 +10,10 @@
             [propeller.gp :as gp]
             #?(:cljs [cljs.reader :refer [read-string]])))
 
-(def train-data (dc/read-data-formatted "count-odds" "train"))
-(def test-data (dc/read-data-formatted "count-odds" "test"))
+
+(def train-and-test-data (psb2/fetch-examples "data" "count-odds" 200 2000))
+(def train-data (:train train-and-test-data))
+(def test-data (:test train-and-test-data))
 
 ; Random integer between -100 and 100 (from smallest)
 (defn random-int [] (- (rand-int 201) 100))
diff --git a/src/propeller/problems/PSB1/grade.cljc b/src/propeller/problems/PSB1/grade.cljc
index e11429a..2a6867d 100644
--- a/src/propeller/problems/PSB1/grade.cljc
+++ b/src/propeller/problems/PSB1/grade.cljc
@@ -1,18 +1,23 @@
 (ns propeller.problems.PSB1.grade
-  (:require [propeller.genome :as genome]
-            [propeller.push.interpreter :as interpreter]
-            [propeller.problems.data-creation :as dc]
-            [propeller.push.state :as state]
-            [propeller.push.instructions :refer [get-stack-instructions]]
-            [propeller.utils :as utils]
-            [propeller.tools.metrics :as metrics]
-            [propeller.gp :as gp]
-            #?(:cljs [cljs.reader :refer [read-string]])))
+  (:require
+   [psb2.core :as psb2]
+   [propeller.genome :as genome]
+   [propeller.push.interpreter :as interpreter]
+   [propeller.problems.data-creation :as dc]
+   [propeller.push.state :as state]
+   [propeller.push.instructions :refer [get-stack-instructions]]
+   [propeller.utils :as utils]
+   [propeller.tools.metrics :as metrics]
+   [propeller.gp :as gp]
+   #?(:cljs [cljs.reader :refer [read-string]])))
 
+
+; Based on the grade PSB1 problem, this verion only requires an output of a single character
 ;"“Student has a ”, “ grade.”, “A”, “B”, “C”, “D”, “F”, integer ERC"
 
-(def train-data (dc/read-data-formatted "grade" "train"))
-(def test-data (dc/read-data-formatted "grade" "test"))
+(def train-and-test-data (psb2/fetch-examples "data" "grade" 200 2000))
+(def train-data (:train train-and-test-data))
+(def test-data (:test train-and-test-data))
 
 (defn map-vals-input
   "Returns all the input values of a map"
diff --git a/src/propeller/problems/PSB1/scrabble_score.cljc b/src/propeller/problems/PSB1/scrabble_score.cljc
index 779e177..81e3e45 100644
--- a/src/propeller/problems/PSB1/scrabble_score.cljc
+++ b/src/propeller/problems/PSB1/scrabble_score.cljc
@@ -12,8 +12,9 @@
             [propeller.gp :as gp]
             #?(:cljs [cljs.reader :refer [read-string]])))
 
-(def train-data (dc/scrabble-score-read-data-formatted "scrabble-score" "train"))
-(def test-data (dc/scrabble-score-read-data-formatted "scrabble-score" "test"))
+(def train-and-test-data (psb2/fetch-examples "data" "scrabble-score" 200 2000))
+(def train-data (:train train-and-test-data))
+(def test-data (:test train-and-test-data))
 
 (def scrabble-letter-values
   (let [scrabble-map {\a 1
diff --git a/src/propeller/problems/PSB1/small_or_large.cljc b/src/propeller/problems/PSB1/small_or_large.cljc
index d3106e4..0238e36 100644
--- a/src/propeller/problems/PSB1/small_or_large.cljc
+++ b/src/propeller/problems/PSB1/small_or_large.cljc
@@ -11,8 +11,9 @@
             #?(:cljs [cljs.reader :refer [read-string]])))
 
 
-(def train-data (dc/read-data-formatted "small-or-large" "train"))
-(def test-data (dc/read-data-formatted "small-or-large" "test"))
+(def train-and-test-data (psb2/fetch-examples "data" "small-or-large" 200 2000))
+(def train-data (:train train-and-test-data))
+(def test-data (:test train-and-test-data))
 
 ; Random integer between -100 and 100
 (defn random-int [] (- (rand-int 201) 100))