Run
1832675

Run 1832675

Task 2167 (Supervised Data Stream Classification) BNG(waveform-5000) Uploaded 13-10-2016 by Jan van Rijn
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Flow

moa.OzaBag_HoeffdingTree(6)Moa implementation of OzaBag
moa.HoeffdingTree(7)_m33554432
moa.HoeffdingTree(7)_nGaussianNumericAttributeClassObserver
moa.HoeffdingTree(7)_dNominalAttributeClassObserver
moa.HoeffdingTree(7)_e1000000
moa.HoeffdingTree(7)_g200
moa.HoeffdingTree(7)_sInfoGainSplitCriterion
moa.HoeffdingTree(7)_c1.0E-7
moa.HoeffdingTree(7)_t0.05
moa.HoeffdingTree(7)_bfalse
moa.HoeffdingTree(7)_zfalse
moa.HoeffdingTree(7)_rfalse
moa.HoeffdingTree(7)_pfalse
moa.HoeffdingTree(7)_lNBAdaptive
moa.HoeffdingTree(7)_q0
moa.OzaBag_HoeffdingTree(6)_lmoa.classifiers.trees.HoeffdingTree
moa.OzaBag_HoeffdingTree(6)_s64

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
0.9758
Per class
Confusion matrix
F measure
0.887
Per class
Kappa
0.8312
KB relative information score
793265.871
Mean absolute error
0.1119
Mean prior absolute error
0.4444
Number of instances
1000000
Per class
Precision
0.8874
Per class
Predictive accuracy
0.8874
Prior entropy
1.585
Recall
0.8874
Per class
Relative absolute error
0.2517
Root mean prior squared error
0.4714
Root mean squared error
0.2336
Root relative squared error
0.4955