Run
1832572

Run 1832572

Task 188 (Supervised Data Stream Classification) CovPokElec Uploaded 12-10-2016 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)_s128

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
0.9519
Per class
Confusion matrix
F measure
0.8363
Per class
Kappa
0.7271
KB relative information score
1200768.8969
Mean absolute error
0.0556
Mean prior absolute error
0.18
Number of instances
1455525
Per class
Precision
0.837
Per class
Predictive accuracy
0.8406
Prior entropy
3.3219
Recall
0.8406
Per class
Relative absolute error
0.3091
Root mean prior squared error
0.3
Root mean squared error
0.1539
Root relative squared error
0.5129