Run
1831094

Run 1831094

Task 2167 (Supervised Data Stream Classification) BNG(waveform-5000) Uploaded 06-10-2016 by Jan van Rijn
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Flow

moa.RandomHoeffdingTree(3)Moa implementation of RandomHoeffdingTree
moa.RandomHoeffdingTree(3)_m33554432
moa.RandomHoeffdingTree(3)_nGaussianNumericAttributeClassObserver
moa.RandomHoeffdingTree(3)_dNominalAttributeClassObserver
moa.RandomHoeffdingTree(3)_e1000000
moa.RandomHoeffdingTree(3)_g200
moa.RandomHoeffdingTree(3)_sInfoGainSplitCriterion
moa.RandomHoeffdingTree(3)_c1.0E-7
moa.RandomHoeffdingTree(3)_t0.05
moa.RandomHoeffdingTree(3)_bfalse
moa.RandomHoeffdingTree(3)_zfalse
moa.RandomHoeffdingTree(3)_pfalse
moa.RandomHoeffdingTree(3)_lNBAdaptive
moa.RandomHoeffdingTree(3)_q0

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.

18 Evaluation measures

Area under ROC curve
0.91
Per class
Confusion matrix
F measure
0.7617
Per class
Kappa
0.6433
KB relative information score
581870.1867
Mean absolute error
0.2186
Mean prior absolute error
0.4444
Number of instances
1000000
Per class
Precision
0.7616
Per class
Predictive accuracy
0.7622
Prior entropy
1.585
Recall
0.7622
Per class
Relative absolute error
0.4918
Root mean prior squared error
0.4714
Root mean squared error
0.3335
Root relative squared error
0.7074