Run
1832689

Run 1832689

Task 7285 (Supervised Data Stream Classification) BNG(JapaneseVowels) 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
0.9739
Per class
Confusion matrix
F measure
0.8018
Per class
Kappa
0.7764
KB relative information score
773938.8998
Mean absolute error
0.064
Mean prior absolute error
0.1975
Number of instances
1000000
Per class
Precision
0.8017
Per class
Predictive accuracy
0.8028
Prior entropy
3.1699
Recall
0.8028
Per class
Relative absolute error
0.3239
Root mean prior squared error
0.3143
Root mean squared error
0.1766
Root relative squared error
0.5619