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###################################
class=CleaningStrategy maximum size=20 significance factor=1e-06 derived from class=AdaptiveStrategyImplementation maximumDimension=84
ProjectionStrategyImplementation
- coefficients: dimension=21
- residual: 0.0290505
- relative error: 0.0154051
- measure: Distribution
- weighted experiment: WeightedExperiment
- input sample: size= 250 x dimension= 3
- output sample: size= 250 x dimension= 1
- weights: dimension= 250
- design: size= 250
residuals= [0.0290505]
relativeErrors= [0.0154051]
isLeastSquares= True
involvesModelSelection= True
mean=3.52113827 absolute error=0.0211382679
variance=13.62209540 absolute error=0.2224925455
Sobol index 0 = 0.31794192 absolute error=0.0040367337
Sobol index 1 = 0.43569734 absolute error=0.0067138095
Sobol index 2 = 0.00000141 absolute error=0.0000014063
Sobol index [0,1] =0.00004580 absolute error=0.0000458036
Sobol index [0,2] =0.24415868 absolute error=0.0004750191
Sobol index [1,2] =0.00043642 absolute error=0.0004364176
Sobol index [0,1,2] =0.00171843 absolute error=0.0017184293
Sobol total index 0 =0.56386484 absolute error=0.0062759857
Sobol total index 1 =0.43789799 absolute error=0.0045131590
Sobol total index 2 =0.24631494 absolute error=0.0026312723
Sobol total index [0,1] =0.00004580 absolute error=0.0000458036
Sobol total index [0,2] =0.24415868 absolute error=0.0004750191
Sobol total index [1,2] =0.00043642 absolute error=0.0004364176
Sobol total index [0,1,2] =0.00171843 absolute error=0.0017184293
###################################
class=CleaningStrategy maximum size=20 significance factor=1e-06 derived from class=AdaptiveStrategyImplementation maximumDimension=84
ProjectionStrategyImplementation
- coefficients: dimension=10
- residual: 0.031185
- relative error: 8.89613e-05
- measure: Distribution
- weighted experiment: WeightedExperiment
- input sample: size= 250 x dimension= 3
- output sample: size= 250 x dimension= 1
- weights: dimension= 250
- design: size= 250
residuals= [0.031185]
relativeErrors= [8.89613e-05]
isLeastSquares= True
involvesModelSelection= True
mean=3.51972123 absolute error=0.0197212272
variance=13.59298523 absolute error=0.2516027058
Sobol index 0 = 0.31923587 absolute error=0.0053306780
Sobol index 1 = 0.43639617 absolute error=0.0060149749
Sobol index 2 = 0.00000000 absolute error=0.0000000000
Sobol index [0,1] =0.00000000 absolute error=0.0000000000
Sobol index [0,2] =0.24436796 absolute error=0.0006842969
Sobol index [1,2] =0.00000000 absolute error=0.0000000000
Sobol index [0,1,2] =0.00000000 absolute error=0.0000000000
Sobol total index 0 =0.56360383 absolute error=0.0060149749
Sobol total index 1 =0.43639617 absolute error=0.0060149749
Sobol total index 2 =0.24436796 absolute error=0.0006842969
Sobol total index [0,1] =0.00000000 absolute error=0.0000000000
Sobol total index [0,2] =0.24436796 absolute error=0.0006842969
Sobol total index [1,2] =0.00000000 absolute error=0.0000000000
Sobol total index [0,1,2] =0.00000000 absolute error=0.0000000000
###################################
class=CleaningStrategy maximum size=20 significance factor=1e-06 derived from class=AdaptiveStrategyImplementation maximumDimension=84
ProjectionStrategyImplementation
- coefficients: dimension=21
- residual: 0.0782409
- relative error: 0
- measure: Distribution
- weighted experiment: WeightedExperiment
- input sample: size= 250 x dimension= 3
- output sample: size= 250 x dimension= 1
- weights: dimension= 250
- design: size= 250
residuals= [0.0782409]
relativeErrors= [0]
isLeastSquares= False
involvesModelSelection= True
mean=3.57690572 absolute error=0.0769057245
variance=14.86914494 absolute error=1.0245570037
Sobol index 0 = 0.29130318 absolute error=0.0226020099
Sobol index 1 = 0.39832680 absolute error=0.0440843416
Sobol index 2 = 0.00062391 absolute error=0.0006239110
Sobol index [0,1] =0.00931554 absolute error=0.0093155371
Sobol index [0,2] =0.26319037 absolute error=0.0195067022
Sobol index [1,2] =0.01460970 absolute error=0.0146096968
Sobol index [0,1,2] =0.02263050 absolute error=0.0226305044
Sobol total index 0 =0.58643959 absolute error=0.0288507338
Sobol total index 1 =0.44488254 absolute error=0.0024713967
Sobol total index 2 =0.30105448 absolute error=0.0573708144
Sobol total index [0,1] =0.00931554 absolute error=0.0093155371
Sobol total index [0,2] =0.26319037 absolute error=0.0195067022
Sobol total index [1,2] =0.01460970 absolute error=0.0146096968
Sobol total index [0,1,2] =0.02263050 absolute error=0.0226305044
###################################
class=FixedStrategy derived from class=AdaptiveStrategyImplementation maximumDimension=84
ProjectionStrategyImplementation
- coefficients: dimension=84
- residual: 0.024718
- relative error: 0.0111528
- measure: Distribution
- weighted experiment: WeightedExperiment
- input sample: size= 250 x dimension= 3
- output sample: size= 250 x dimension= 1
- weights: dimension= 250
- design: size= 250
residuals= [0.024718]
relativeErrors= [0.0111528]
isLeastSquares= True
involvesModelSelection= False
mean=3.52947075 absolute error=0.0294707509
variance=13.72885940 absolute error=0.1157285436
Sobol index 0 = 0.31135035 absolute error=0.0025548383
Sobol index 1 = 0.42587317 absolute error=0.0165379771
Sobol index 2 = 0.00040887 absolute error=0.0004088663
Sobol index [0,1] =0.00314638 absolute error=0.0031463799
Sobol index [0,2] =0.25121369 absolute error=0.0075300230
Sobol index [1,2] =0.00251830 absolute error=0.0025182974
Sobol index [0,1,2] =0.00548925 absolute error=0.0054892488
Sobol total index 0 =0.57119967 absolute error=0.0136108134
Sobol total index 1 =0.43702709 absolute error=0.0053840510
Sobol total index 2 =0.25963010 absolute error=0.0159464355
Sobol total index [0,1] =0.00314638 absolute error=0.0031463799
Sobol total index [0,2] =0.25121369 absolute error=0.0075300230
Sobol total index [1,2] =0.00251830 absolute error=0.0025182974
Sobol total index [0,1,2] =0.00548925 absolute error=0.0054892488
###################################
class=FixedStrategy derived from class=AdaptiveStrategyImplementation maximumDimension=84
ProjectionStrategyImplementation
- coefficients: dimension=84
- residual: 0.0295638
- relative error: 8.25367e-05
- measure: Distribution
- weighted experiment: WeightedExperiment
- input sample: size= 250 x dimension= 3
- output sample: size= 250 x dimension= 1
- weights: dimension= 250
- design: size= 250
residuals= [0.0295638]
relativeErrors= [8.25367e-05]
isLeastSquares= True
involvesModelSelection= True
mean=3.52361492 absolute error=0.0236149151
variance=13.62089732 absolute error=0.2236906178
Sobol index 0 = 0.31594346 absolute error=0.0020382686
Sobol index 1 = 0.43512170 absolute error=0.0072894407
Sobol index 2 = 0.00000000 absolute error=0.0000000000
Sobol index [0,1] =0.00000000 absolute error=0.0000000000
Sobol index [0,2] =0.24688054 absolute error=0.0031968719
Sobol index [1,2] =0.00000000 absolute error=0.0000000000
Sobol index [0,1,2] =0.00205430 absolute error=0.0020543003
Sobol total index 0 =0.56487830 absolute error=0.0072894407
Sobol total index 1 =0.43717600 absolute error=0.0052351404
Sobol total index 2 =0.24893484 absolute error=0.0052511721
Sobol total index [0,1] =0.00000000 absolute error=0.0000000000
Sobol total index [0,2] =0.24688054 absolute error=0.0031968719
Sobol total index [1,2] =0.00000000 absolute error=0.0000000000
Sobol total index [0,1,2] =0.00205430 absolute error=0.0020543003
###################################
class=FixedStrategy derived from class=AdaptiveStrategyImplementation maximumDimension=84
ProjectionStrategyImplementation
- coefficients: dimension=84
- residual: 0.0865757
- relative error: 0
- measure: Distribution
- weighted experiment: WeightedExperiment
- input sample: size= 250 x dimension= 3
- output sample: size= 250 x dimension= 1
- weights: dimension= 250
- design: size= 250
residuals= [0.0865757]
relativeErrors= [0]
isLeastSquares= False
involvesModelSelection= False
mean=3.57690572 absolute error=0.0769057245
variance=15.31685750 absolute error=1.4722695545
Sobol index 0 = 0.28586286 absolute error=0.0280423353
Sobol index 1 = 0.38758073 absolute error=0.0548304190
Sobol index 2 = 0.00285725 absolute error=0.0028572505
Sobol index [0,1] =0.01429542 absolute error=0.0142954159
Sobol index [0,2] =0.25857104 absolute error=0.0148873764
Sobol index [1,2] =0.02057755 absolute error=0.0205775453
Sobol index [0,1,2] =0.03025517 absolute error=0.0302551663
Sobol total index 0 =0.58898448 absolute error=0.0313956232
Sobol total index 1 =0.45270885 absolute error=0.0102977084
Sobol total index 2 =0.31226100 absolute error=0.0685773385
Sobol total index [0,1] =0.01429542 absolute error=0.0142954159
Sobol total index [0,2] =0.25857104 absolute error=0.0148873764
Sobol total index [1,2] =0.02057755 absolute error=0.0205775453
Sobol total index [0,1,2] =0.03025517 absolute error=0.0302551663
|
