Deterministic+Noise, A[i,3]-3*A[i,4]+7*A[i,5]+Rand() > 1/2


Simulation started on Wed Feb 12 20:18:29 2003 and ended on Thu Feb 13 20:03:42 2003 on system enigma rated at about 1.70 GHz.

Simulation results of initial classification algorithms
trialsscoretimequalitymethod
100050.62±0.590.5462±0.00690.99215±0.00016BestBasis(10)
1000211.7±2.90.0234±0.00210.8395±0.0030Svd(First(10))
100050.73±0.600.0237±0.00210.98991±0.00020Svd( 1e-08)
100087.28±0.900.0250±0.00200.96789±0.00053CenterMass
100075.52±0.810.1043±0.00330.98490±0.00028Variance
100071.09±0.760.0622±0.00310.97806±0.00036Fisher
100051.43±0.661.8783±0.00510.98986±0.00019Logistic
100048.50±0.613.1066±0.00260.99092±0.00017CrossEntropy
100012.19±0.2914.886±0.0870.99170±0.00017Best(5)


Simulation results of one refinement after Svd(1e-8)
trialsscoretimequalityrefinement
100031.36±0.532.990±0.0670.99139±0.00021Midpoint
100020.05±0.480.583±0.0130.99106±0.00020Swath(triangular)
100020.57±0.490.526±0.0130.99160±0.00018Swath(uniform)
100019.71±0.470.586±0.0140.99117±0.00019Swath(normal)
100046.13±0.580.0965±0.00520.98944±0.00021Random
100013.39±0.324.936±0.0370.99188±0.00017Progressive(triangular)
100013.68±0.364.654±0.0370.99202±0.00017Progressive(uniform)
100013.40±0.324.881±0.0360.99188±0.00017Progressive(normal)

Index of bio-recipes

Last updated on Thu Feb 13 20:03:44 2003 by GhG