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
trials	score	time	quality	method
1000	152.52±0.77	0.5435±0.0070	0.90209±0.00037	BestBasis(10)
1000	293.5±3.7	0.0228±0.0021	0.6633±0.0067	Svd(First(10))
1000	33.39±0.39	0.0254±0.0024	0.99294±0.00013	Svd( 1e-08)
1000	58.56±0.64	0.0278±0.0025	0.98174±0.00031	CenterMass
1000	63.64±0.71	0.1074±0.0037	0.97898±0.00037	Variance
1000	34.37±0.40	0.0598±0.0027	0.99258±0.00013	Fisher
1000	25.19±0.32	1.9126±0.0048	0.995781±0.000078	Logistic
1000	24.59±0.32	3.1618±0.0018	0.995954±0.000076	CrossEntropy
1000	3.58±0.14	16.72±0.12	0.997554±0.000053	Best(5)

Simulation results of one refinement after Svd(1e-8)
trials	score	time	quality	refinement
1000	20.90±0.39	4.27±0.11	0.99383±0.00013	Midpoint
1000	8.36±0.30	0.704±0.016	0.996811±0.000082	Swath(triangular)
1000	8.81±0.29	0.622±0.015	0.997118±0.000076	Swath(uniform)
1000	7.77±0.27	0.708±0.016	0.997019±0.000077	Swath(normal)
1000	30.64±0.39	0.0973±0.0051	0.99286±0.00013	Random
1000	4.32±0.16	5.624±0.045	0.997639±0.000053	Progressive(triangular)
1000	4.99±0.22	5.233±0.039	0.997540±0.000059	Progressive(uniform)
1000	4.32±0.17	5.532±0.044	0.997631±0.000054	Progressive(normal)

Index of bio-recipes

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

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