Run
1831859

Run 1831859

Task 6704 (Supervised Data Stream Classification) BNG(solar-flare) Uploaded 07-10-2016 by Jan van Rijn
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Flow

moa.HoeffdingTree(7)Moa implementation of HoeffdingTree
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

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
0.9072
Per class
Confusion matrix
F measure
0.7075
Per class
Kappa
0.6366
KB relative information score
659939.4651
Mean absolute error
0.1184
Mean prior absolute error
0.2778
Number of instances
1000000
Per class
Precision
0.7009
Per class
Predictive accuracy
0.7166
Prior entropy
2.585
Recall
0.7166
Per class
Relative absolute error
0.4263
Root mean prior squared error
0.3727
Root mean squared error
0.2547
Root relative squared error
0.6834