repro-networked-information-aggregation-for-binary-classification / outputs /gaussian_lower_bound_audit.csv
| k,passes_p,D,optimal_coefficient_c,excess_bce,k_over_D,scaled_excess_D_over_k,zero_noise_control_excess,coefficient_in_open_unit_interval | |
| 4,1,4,0.452001306649,0.049078635566,1.0,0.049078635566,0.0,True | |
| 4,2,8,0.622369338629,0.033261836901,0.5,0.066523673802,0.0,True | |
| 4,3,12,0.711885741399,0.025157840993,0.333333333333,0.075473522978,0.0,True | |
| 8,1,8,0.452001306649,0.049078635566,1.0,0.049078635566,0.0,True | |
| 8,2,16,0.622369338629,0.033261836901,0.5,0.066523673802,0.0,True | |
| 8,3,24,0.711885741399,0.025157840993,0.333333333333,0.075473522978,0.0,True | |
| 8,4,32,0.767082976873,0.020229940119,0.25,0.080919760476,0.0,True | |
| 8,5,40,0.804526570071,0.016916655917,0.2,0.084583279584,0.0,True | |
| 8,6,48,0.831596672169,0.014536064145,0.166666666667,0.087216384871,0.0,True | |
| 8,7,56,0.852080201043,0.012742892325,0.142857142857,0.089200246272,0.0,True | |
| 16,1,16,0.452001306649,0.049078635566,1.0,0.049078635566,0.0,True | |
| 16,2,32,0.622369338629,0.033261836901,0.5,0.066523673802,0.0,True | |
| 16,3,48,0.711885741399,0.025157840993,0.333333333333,0.075473522978,0.0,True | |
| 16,4,64,0.767082976873,0.020229940119,0.25,0.080919760476,0.0,True | |
| 16,5,80,0.804526570071,0.016916655917,0.2,0.084583279584,0.0,True | |
| 16,6,96,0.831596672169,0.014536064145,0.166666666667,0.087216384871,0.0,True | |
| 16,7,112,0.852080201043,0.012742892325,0.142857142857,0.089200246272,0.0,True | |
| 16,8,128,0.868120595068,0.011343581712,0.125,0.090748653698,0.0,True | |
| 16,9,144,0.881022187615,0.010221201075,0.111111111111,0.091990809671,0.0,True | |
| 16,10,160,0.891624244283,0.009300940043,0.1,0.093009400432,0.0,True | |
| 16,11,176,0.90049128941,0.008532709285,0.090909090909,0.093859802136,0.0,True | |
| 16,12,192,0.908017031089,0.007881708039,0.083333333333,0.094580496464,0.0,True | |
| 16,13,208,0.914484428413,0.007323004392,0.076923076923,0.095199057091,0.0,True | |
| 16,14,224,0.920102076166,0.006838268501,0.071428571429,0.095735759013,0.0,True | |
| 16,15,240,0.925027129125,0.00641372291,0.066666666667,0.096205843647,0.0,True | |
| 32,1,32,0.452001306649,0.049078635566,1.0,0.049078635566,0.0,True | |
| 32,2,64,0.622369338629,0.033261836901,0.5,0.066523673802,0.0,True | |
| 32,3,96,0.711885741399,0.025157840993,0.333333333333,0.075473522978,0.0,True | |
| 32,4,128,0.767082976873,0.020229940119,0.25,0.080919760476,0.0,True | |
| 32,5,160,0.804526570071,0.016916655917,0.2,0.084583279584,0.0,True | |
| 32,6,192,0.831596672169,0.014536064145,0.166666666667,0.087216384871,0.0,True | |
| 32,7,224,0.852080201043,0.012742892325,0.142857142857,0.089200246272,0.0,True | |
| 32,8,256,0.868120595068,0.011343581712,0.125,0.090748653698,0.0,True | |
| 32,9,288,0.881022187615,0.010221201075,0.111111111111,0.091990809671,0.0,True | |
| 32,10,320,0.891624244283,0.009300940043,0.1,0.093009400432,0.0,True | |
| 32,11,352,0.90049128941,0.008532709285,0.090909090909,0.093859802136,0.0,True | |
| 32,12,384,0.908017031089,0.007881708039,0.083333333333,0.094580496464,0.0,True | |
| 32,13,416,0.914484428413,0.007323004392,0.076923076923,0.095199057091,0.0,True | |
| 32,14,448,0.920102076166,0.006838268501,0.071428571429,0.095735759013,0.0,True | |
| 32,15,480,0.925027129125,0.00641372291,0.066666666667,0.096205843647,0.0,True | |
| 32,16,512,0.929380238317,0.006038811854,0.0625,0.096620989667,0.0,True | |
| 32,17,544,0.933255568448,0.005705311562,0.058823529412,0.096990296549,0.0,True | |
| 32,18,576,0.936727688079,0.005406719964,0.055555555556,0.097320959347,0.0,True | |
| 32,19,608,0.939856415222,0.005137828534,0.052631578947,0.097618742145,0.0,True | |
| 32,20,640,0.942690292843,0.004894415848,0.05,0.097888316958,0.0,True | |
| 32,21,672,0.945269125894,0.004673024317,0.047619047619,0.098133510667,0.0,True | |
| 32,22,704,0.947625862799,0.004470794903,0.045454545455,0.098357487857,0.0,True | |
| 32,23,736,0.949788010849,0.004285342963,0.04347826087,0.098562888146,0.0,True | |
| 32,24,768,0.951778714879,0.00411466378,0.041666666667,0.098751930715,0.0,True | |
| 32,25,800,0.953617589118,0.003957059792,0.04,0.098926494804,0.0,True | |
| 32,26,832,0.955321365682,0.003811083939,0.038461538462,0.099088182411,0.0,True | |
| 32,27,864,0.956904405197,0.003675495096,0.037037037037,0.099238367596,0.0,True | |
| 32,28,896,0.95837910257,0.003549222701,0.035714285714,0.099378235629,0.0,True | |
| 32,29,928,0.959756212207,0.003431338426,0.034482758621,0.09950881434,0.0,True | |
| 32,30,960,0.961045110731,0.003321033314,0.033333333333,0.099630999417,0.0,True | |
| 32,31,992,0.962254010773,0.003217599193,0.032258064516,0.099745574981,0.0,True | |