DEVELOPMENT... OpenML
Run
57638

Run 57638

Task 7285 (Supervised Data Stream Classification) BNG(JapaneseVowels) Uploaded 13-11-2014 by Jason
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Flow

moa.ASHoeffdingTree(1)Moa implementation of ASHoeffdingTree
moa.ASHoeffdingTree(1)_bfalse
moa.ASHoeffdingTree(1)_c1.0E-7
moa.ASHoeffdingTree(1)_dNominalAttributeClassObserver
moa.ASHoeffdingTree(1)_e1000000
moa.ASHoeffdingTree(1)_g200
moa.ASHoeffdingTree(1)_lNBAdaptive
moa.ASHoeffdingTree(1)_m33554432
moa.ASHoeffdingTree(1)_nGaussianNumericAttributeClassObserver
moa.ASHoeffdingTree(1)_pfalse
moa.ASHoeffdingTree(1)_q0
moa.ASHoeffdingTree(1)_rfalse
moa.ASHoeffdingTree(1)_sInfoGainSplitCriterion
moa.ASHoeffdingTree(1)_t0.05
moa.ASHoeffdingTree(1)_zfalse

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
0.9614
Per class
Confusion matrix
F measure
0.7799
Per class
Kappa
0.7515
KB relative information score
761714.6768
Mean absolute error
0.0635
Mean prior absolute error
0.1975
Number of instances
1000000
Per class
Precision
0.7799
Per class
Predictive accuracy
0.7808
Prior entropy
3.1699
Recall
0.7808
Per class
Relative absolute error
0.3217
Root mean prior squared error
0.3143
Root mean squared error
0.1885
Root relative squared error
0.5999