vvsandClaude Opus 5
baa93963cf
Translation limit of the analogy (f shrank, x-scale did not -> m = inf): defect + remembered + point + exp APS 2531 CHA 1972 both 4503 G2 + defect + remembered + point + exp APS 2588 CHA 1997 both 4585 G2 + contra + remembered + point + exp APS 2773 CHA 2073 both 4846 Chandrupatla APS 2787 CHA 2441 both 5228 Per problem against Chandrupatla now SIGNIFICANT ON BOTH SETS: G2+contra+rem+pt+exp APS 98/18/37 p=1.5e-7, CHA 28/3/9 p=0.0026; defect+rem+pt+exp APS 86/20/47 p=9e-4, CHA 27/3/10 p=0.0076. NOT where predicted: fun9 only -1..-3; the gain is on the flat families (x^9 177 -> 161, x^19 339 -> 167). Server regression x2: 1179 passed, 1 failed = the paper-number check. Co-Authored-By: Claude Opus 5 <noreply@anthropic.com>
54 lines
4.6 KiB
Plaintext
54 lines
4.6 KiB
Plaintext
TOTALS (evaluations of f, failures charged 200)
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method APS CHA both
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proposed rule 2806 3220 6026
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+ G2 (step pattern) 2782 3169 5951
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+ G2 + analogy entry 2780 2625 5405
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+ contra + remembered analogy 2792 2537 5329
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+ defect + remembered analogy 2530 2561 5091
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+ G2 + analogy + ORDER POINT 2780 2221 5001
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+ G2 + contra + rem. + ORDER PT 2775 2119 4894
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+ defect + rem. + ORDER POINT 2532 2164 4696
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+ G2 + contra + rem. + pt + EXP 2773 2073 4846
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+ defect + rem. + pt + EXP 2531 1972 4503
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Chandrupatla 2787 2441 5228
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Brent 2889 4115 7004
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TOMS748 2820 4000 6820
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PER PROBLEM, ours against each rival: wins/ties/losses (sign-test p)
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APS
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proposed rule Chandrupatla 87/24/42 p=9.2e-05 Brent 102/11/40 p=2e-07 TOMS748 86/16/51 p=0.0035
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+ G2 (step pattern) Chandrupatla 95/20/38 p=8.2e-07 Brent 110/9/34 p=1.5e-10 TOMS748 97/15/41 p=2.1e-06
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+ G2 + analogy entry Chandrupatla 95/20/38 p=8.2e-07 Brent 110/9/34 p=1.5e-10 TOMS748 97/15/41 p=2.1e-06
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+ contra + remembered analogy Chandrupatla 90/23/40 p=1.4e-05 Brent 105/11/37 p=9.9e-09 TOMS748 87/16/50 p=0.002
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+ defect + remembered analogy Chandrupatla 86/20/47 p=0.00091 Brent 101/13/39 p=1.6e-07 TOMS748 107/11/35 p=1.1e-09
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+ G2 + analogy + ORDER POINT Chandrupatla 95/20/38 p=8.2e-07 Brent 110/9/34 p=1.5e-10 TOMS748 97/15/41 p=2.1e-06
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+ G2 + contra + rem. + ORDER PT Chandrupatla 98/18/37 p=1.5e-07 Brent 112/8/33 p=3e-11 TOMS748 98/15/40 p=8.5e-07
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+ defect + rem. + ORDER POINT Chandrupatla 86/20/47 p=0.00091 Brent 101/12/40 p=2.9e-07 TOMS748 107/11/35 p=1.1e-09
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+ G2 + contra + rem. + pt + EXP Chandrupatla 98/18/37 p=1.5e-07 Brent 112/8/33 p=3e-11 TOMS748 98/15/40 p=8.5e-07
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+ defect + rem. + pt + EXP Chandrupatla 86/20/47 p=0.00091 Brent 101/12/40 p=2.9e-07 TOMS748 107/11/35 p=1.1e-09
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CHA
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proposed rule Chandrupatla 9/5/26 p=0.006 Brent 30/4/4 p=6.2e-06 TOMS748 31/1/8 p=0.00029
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+ G2 (step pattern) Chandrupatla 10/3/27 p=0.0076 Brent 30/2/6 p=7e-05 TOMS748 31/1/8 p=0.00029
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+ G2 + analogy entry Chandrupatla 9/6/25 p=0.009 Brent 30/2/6 p=7e-05 TOMS748 36/1/3 p=3.6e-08
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+ contra + remembered analogy Chandrupatla 8/7/25 p=0.0046 Brent 31/4/3 p=7.7e-07 TOMS748 37/1/2 p=2.8e-09
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+ defect + remembered analogy Chandrupatla 8/5/27 p=0.0019 Brent 30/2/6 p=7e-05 TOMS748 35/1/4 p=3.4e-07
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+ G2 + analogy + ORDER POINT Chandrupatla 24/3/13 p=0.099 Brent 30/2/6 p=7e-05 TOMS748 35/1/4 p=3.4e-07
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+ G2 + contra + rem. + ORDER PT Chandrupatla 22/3/15 p=0.32 Brent 31/2/5 p=1.3e-05 TOMS748 36/1/3 p=3.6e-08
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+ defect + rem. + ORDER POINT Chandrupatla 20/3/17 p=0.74 Brent 30/2/6 p=7e-05 TOMS748 34/1/5 p=2.4e-06
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+ G2 + contra + rem. + pt + EXP Chandrupatla 28/3/9 p=0.0026 Brent 31/3/4 p=3.5e-06 TOMS748 37/1/2 p=2.8e-09
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+ defect + rem. + pt + EXP Chandrupatla 27/3/10 p=0.0076 Brent 30/2/6 p=7e-05 TOMS748 35/1/4 p=3.4e-07
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CHA PER FAMILY (ours / Chandrupatla)
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fun1 fun2 fun3 fun4 fun5 fun6 fun7 fun8 fun9
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proposed rule 99 141 338 573 456 456 1000 52 105
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+ G2 (step pattern) 97 146 346 522 456 456 1000 52 94
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+ G2 + analogy entry 99 146 336 331 254 313 1000 52 94
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+ contra + remembered analogy 108 141 304 318 254 275 1000 52 85
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+ defect + remembered analogy 123 144 304 315 257 280 1000 57 81
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+ G2 + analogy + ORDER POINT 82 146 230 261 100 256 1000 52 94
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+ G2 + contra + rem. + ORDER PT 94 146 144 143 252 208 1000 52 80
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+ defect + rem. + ORDER POINT 99 144 132 141 177 339 1000 57 75
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+ G2 + contra + rem. + pt + EXP 98 146 147 158 208 187 1000 52 77
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+ defect + rem. + pt + EXP 100 144 123 146 161 167 1000 57 74
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Chandrupatla 103 152 305 297 233 233 1000 63 55
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