Run
1832615

Run 1832615

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)_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
0.9742
Per class
Confusion matrix
F measure
0.8025
Per class
Kappa
0.7773
KB relative information score
774314.3379
Mean absolute error
0.064
Mean prior absolute error
0.1975
Number of instances
1000000
Per class
Precision
0.8025
Per class
Predictive accuracy
0.8036
Prior entropy
3.1699
Recall
0.8036
Per class
Relative absolute error
0.3238
Root mean prior squared error
0.3143
Root mean squared error
0.1763
Root relative squared error
0.561