Run
1741

Run 1741

Task 158 (Supervised Data Stream Classification) BNG(mfeat-zernike,nominal,1000000) Uploaded 23-04-2014 by Jan van Rijn
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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
0.9492
Per class
Confusion matrix
F measure
0.7279
Per class
Kappa
0.7025
KB relative information score
733843.8789
Mean absolute error
0.0641
Mean prior absolute error
0.18
Number of instances
1000000
Per class
Precision
0.7251
Per class
Predictive accuracy
0.7322
Prior entropy
3.3219
Ram hours
0
Recall
0.7322
Per class
Relative absolute error
0.3559
Root mean prior squared error
0.3
Root mean squared error
0.1978
Root relative squared error
0.6595
Run CPU time
80.7