Determ-RandomDirection+Noise A[i]*RandDir + Rand()/4 > 1/2


Simulation started on Wed Feb 12 20:18:45 2003 and ended on Thu Feb 13 23:03:59 2003 on system enigma rated at about 1.71 GHz.

Simulation results of initial classification algorithms
trialsscoretimequalitymethod
1000152.52±0.770.5435±0.00700.90209±0.00037BestBasis(10)
1000293.5±3.70.0228±0.00210.6633±0.0067Svd(First(10))
100033.39±0.390.0254±0.00240.99294±0.00013Svd( 1e-08)
100058.56±0.640.0278±0.00250.98174±0.00031CenterMass
100063.64±0.710.1074±0.00370.97898±0.00037Variance
100034.37±0.400.0598±0.00270.99258±0.00013Fisher
100025.19±0.321.9126±0.00480.995781±0.000078Logistic
100024.59±0.323.1618±0.00180.995954±0.000076CrossEntropy
10003.58±0.1416.72±0.120.997554±0.000053Best(5)


Simulation results of one refinement after Svd(1e-8)
trialsscoretimequalityrefinement
100020.90±0.394.27±0.110.99383±0.00013Midpoint
10008.36±0.300.704±0.0160.996811±0.000082Swath(triangular)
10008.81±0.290.622±0.0150.997118±0.000076Swath(uniform)
10007.77±0.270.708±0.0160.997019±0.000077Swath(normal)
100030.64±0.390.0973±0.00510.99286±0.00013Random
10004.32±0.165.624±0.0450.997639±0.000053Progressive(triangular)
10004.99±0.225.233±0.0390.997540±0.000059Progressive(uniform)
10004.32±0.175.532±0.0440.997631±0.000054Progressive(normal)

Index of bio-recipes

Last updated on Thu Feb 13 23:04:01 2003 by GhG