Run
1831104

Run 1831104

Task 7285 (Supervised Data Stream Classification) BNG(JapaneseVowels) Uploaded 06-10-2016 by Jan van Rijn
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Flow

moa.RandomHoeffdingTree(3)Moa implementation of RandomHoeffdingTree
moa.RandomHoeffdingTree(3)_m33554432
moa.RandomHoeffdingTree(3)_nGaussianNumericAttributeClassObserver
moa.RandomHoeffdingTree(3)_dNominalAttributeClassObserver
moa.RandomHoeffdingTree(3)_e1000000
moa.RandomHoeffdingTree(3)_g200
moa.RandomHoeffdingTree(3)_sInfoGainSplitCriterion
moa.RandomHoeffdingTree(3)_c1.0E-7
moa.RandomHoeffdingTree(3)_t0.05
moa.RandomHoeffdingTree(3)_bfalse
moa.RandomHoeffdingTree(3)_zfalse
moa.RandomHoeffdingTree(3)_pfalse
moa.RandomHoeffdingTree(3)_lNBAdaptive
moa.RandomHoeffdingTree(3)_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
0.8908
Per class
Confusion matrix
F measure
0.5604
Per class
Kappa
0.5066
KB relative information score
509772.9467
Mean absolute error
0.1258
Mean prior absolute error
0.1975
Number of instances
1000000
Per class
Precision
0.5577
Per class
Predictive accuracy
0.5647
Prior entropy
3.1699
Recall
0.5647
Per class
Relative absolute error
0.6371
Root mean prior squared error
0.3143
Root mean squared error
0.2519
Root relative squared error
0.8014