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Run
1987

Run 1987

Task 129 (Supervised Data Stream Classification) BNG(mfeat-karhunen,nominal,1000000) Uploaded 24-04-2014 by Jason
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Flow

moa.ASHoeffdingTree(1)Moa implementation of ASHoeffdingTree
moa.ASHoeffdingTree(1)_bfalse
moa.ASHoeffdingTree(1)_c1.0E-7
moa.ASHoeffdingTree(1)_dNominalAttributeClassObserver
moa.ASHoeffdingTree(1)_e1000000
moa.ASHoeffdingTree(1)_g200
moa.ASHoeffdingTree(1)_lNBAdaptive
moa.ASHoeffdingTree(1)_m33554432
moa.ASHoeffdingTree(1)_nGaussianNumericAttributeClassObserver
moa.ASHoeffdingTree(1)_pfalse
moa.ASHoeffdingTree(1)_q0
moa.ASHoeffdingTree(1)_rfalse
moa.ASHoeffdingTree(1)_sInfoGainSplitCriterion
moa.ASHoeffdingTree(1)_t0.05
moa.ASHoeffdingTree(1)_zfalse

Result files

xml
Description

XML file describing the run, including user-defined evaluation measures.

arff
Predictions

ARFF file with instance-level predictions generated by the model.

20 Evaluation measures

Area under ROC curve
0.9974
Per class
Confusion matrix
F measure
0.9544
Per class
Kappa
0.9494
KB relative information score
952198.3649
Mean absolute error
0.0119
Mean prior absolute error
0.18
Number of instances
1000000
Per class
Precision
0.9544
Per class
Predictive accuracy
0.9545
Prior entropy
3.3219
Ram hours
0.0001
Recall
0.9545
Per class
Relative absolute error
0.066
Root mean prior squared error
0.3
Root mean squared error
0.0844
Root relative squared error
0.2812
Run CPU time
113.89