Deterministic+Noise, A[i,3]-3A[i,4]+7A[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
trials	score	time	quality	method
1000	50.62±0.59	0.5462±0.0069	0.99215±0.00016	BestBasis(10)
1000	211.7±2.9	0.0234±0.0021	0.8395±0.0030	Svd(First(10))
1000	50.73±0.60	0.0237±0.0021	0.98991±0.00020	Svd( 1e-08)
1000	87.28±0.90	0.0250±0.0020	0.96789±0.00053	CenterMass
1000	75.52±0.81	0.1043±0.0033	0.98490±0.00028	Variance
1000	71.09±0.76	0.0622±0.0031	0.97806±0.00036	Fisher
1000	51.43±0.66	1.8783±0.0051	0.98986±0.00019	Logistic
1000	48.50±0.61	3.1066±0.0026	0.99092±0.00017	CrossEntropy
1000	12.19±0.29	14.886±0.087	0.99170±0.00017	Best(5)

Simulation results of one refinement after Svd(1e-8)
trials	score	time	quality	refinement
1000	31.36±0.53	2.990±0.067	0.99139±0.00021	Midpoint
1000	20.05±0.48	0.583±0.013	0.99106±0.00020	Swath(triangular)
1000	20.57±0.49	0.526±0.013	0.99160±0.00018	Swath(uniform)
1000	19.71±0.47	0.586±0.014	0.99117±0.00019	Swath(normal)
1000	46.13±0.58	0.0965±0.0052	0.98944±0.00021	Random
1000	13.39±0.32	4.936±0.037	0.99188±0.00017	Progressive(triangular)
1000	13.68±0.36	4.654±0.037	0.99202±0.00017	Progressive(uniform)
1000	13.40±0.32	4.881±0.036	0.99188±0.00017	Progressive(normal)

Index of bio-recipes

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

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

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