DEVELOPMENT... OpenML
Run
57635

Run 57635

Task 7282 (Supervised Data Stream Classification) BNG(vowel) 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
0.9523
Per class
Confusion matrix
F measure
0.6951
Per class
Kappa
0.6652
KB relative information score
677490.2454
Mean absolute error
0.0754
Mean prior absolute error
0.1653
Number of instances
1000000
Per class
Precision
0.6949
Per class
Predictive accuracy
0.6957
Prior entropy
3.4594
Recall
0.6957
Per class
Relative absolute error
0.4562
Root mean prior squared error
0.2875
Root mean squared error
0.1972
Root relative squared error
0.6859