APS places: chandrupatla 1, pure.ratio.derived3.none 2, pure.ratio.derived3.project 3, toms748 4, brent 5, dekker 232, itp_oracle 11, ridders 15, pure.ratio.derived3.credit 25, itp 29, illinois 237, bisection 73, regula_falsi 244, pure.exp_abs.bracket.both 24, pure.exp_abs.bracket.bracket 21, pure.exp_abs.bracket.credit 33
   dekker                       solved 153/154 total 3158 over 0
   illinois                     solved 153/154 total 7045 over 0
   regula_falsi                 solved 127/154 total 10560 over 5
   brent                        solved 154/154 total 2707 over 0
   toms748                      solved 154/154 total 2636 over 0
   pure.ratio.derived3.none     solved 154/154 total 2634 over 0
   pure.exp_abs.bracket.both    solved 154/154 total 3269 over 0
CHA places: chandrupatla 1, pure.ratio.derived3.none 229, pure.ratio.derived3.project 49, toms748 158, brent 227, dekker 232, itp_oracle 2, ridders 119, pure.ratio.derived3.credit 9, itp 5, illinois 233, bisection 15, regula_falsi 248, pure.exp_abs.bracket.both 3, pure.exp_abs.bracket.bracket 4, pure.exp_abs.bracket.credit 6
   dekker                       solved 25/45 total 5185 over 4
   illinois                     solved 24/45 total 6047 over 3
   regula_falsi                 solved 6/45 total 8239 over 2
   brent                        solved 43/45 total 3238 over 18
   toms748                      solved 45/45 total 3088 over 15
   pure.ratio.derived3.none     solved 39/45 total 3391 over 10
   pure.exp_abs.bracket.both    solved 45/45 total 1778 over 0
best over scales (step guard): {'ratio': 5422, 'exp_abs': 5772, 'rational': 5993, 'ratio_soft': 8455, 'sqrt': 9411, 'cbrt': 10874, 'exp_sq': 13187, 'rat_sq': 13990, 'cosine': 15272}
base rule vs Chandrupatla by family, APS: 6/1/8 of 15 families, p=0.79
base rule vs Chandrupatla by family, CHA: 3/0/6 of 9 families, p=0.51
base rule vs Chandrupatla by problem, APS: 87/24/43 p=0.00014
base rule vs Chandrupatla by problem, CHA: 11/5/29 p=0.0064
A' vs Chandrupatla by family, APS: 8/1/6 of 15 families, p=0.79
A' vs Chandrupatla by family, CHA: 7/0/2 of 9 families, p=0.18
   per family A' / Chandrupatla: {'fun1': (87, 103), 'fun2': (147, 152), 'fun3': (124, 305), 'fun4': (167, 297), 'fun5': (209, 233), 'fun6': (154, 233), 'fun7': (69, 64), 'fun8': (52, 63), 'fun9': (65, 55)}
A' vs Chandrupatla by problem, APS: 103/20/31 p=3.2e-10
A' vs Chandrupatla by problem, CHA: 31/4/10 p=0.0015
far-end reading, measured order cheaper in 33 of 63 cells
   false position reading none: APS solved 127 total 10676
   false position reading order: APS solved 129 total 9855
cap pure+dissim+slope.ratio.derived3_cap.project: 7315 / 2328 solved 199
cap pure+dissim+slope.ratio.derived3_cap.safe: 4854 / 2027 solved 199
control pure+dissim+slope.ratio.derived3.project: 2539 / 1864
control pure+dissim+slope.ratio.derived3.safe: 2934 / 1752
canonical problems moved by the multiplier (1.25, 1.5, 2): {'aps.13.00': (20, 30, 28)}
phase detector item: scale derived3: APS 2634 CHA 2357 both 4991
phase detector item: scale derived3_m: APS 2926 CHA 2410 both 5336
numbers uniform done