Run
529710

Run 529710

Task 182 (Supervised Data Stream Classification) BNG(vote) Uploaded 04-03-2016 by Jan van Rijn
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Flow

moa.HoeffdingTree(5)Moa implementation of HoeffdingTree
moa.HoeffdingTree(5)_m33554432
moa.HoeffdingTree(5)_nGaussianNumericAttributeClassObserver
moa.HoeffdingTree(5)_dNominalAttributeClassObserver
moa.HoeffdingTree(5)_e1000000
moa.HoeffdingTree(5)_g200
moa.HoeffdingTree(5)_sInfoGainSplitCriterion
moa.HoeffdingTree(5)_c1.0E-7
moa.HoeffdingTree(5)_t0.05
moa.HoeffdingTree(5)_bfalse
moa.HoeffdingTree(5)_zfalse
moa.HoeffdingTree(5)_rfalse
moa.HoeffdingTree(5)_pfalse
moa.HoeffdingTree(5)_lNBAdaptive
moa.HoeffdingTree(5)_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
0.9889
Per class
Confusion matrix
F measure
0.964
Per class
Kappa
0.924
KB relative information score
117594.0332
Mean absolute error
0.0562
Mean prior absolute error
0.5
Number of instances
131072
Per class
Precision
0.964
Per class
Predictive accuracy
0.964
Prior entropy
1
Recall
0.964
Per class
Relative absolute error
0.1124
Root mean prior squared error
0.5
Root mean squared error
0.1736
Root relative squared error
0.3471