DEVELOPMENT... OpenML
Run
5106

Run 5106

Task 2191 (Supervised Data Stream Classification) cmc Uploaded 30-04-2014 by Felicia West
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Flow

moa.OzaBagAdwin_HoeffdingTree(1)Moa implementation of OzaBagAdwin
moa.HoeffdingTree(1)_bfalse
moa.HoeffdingTree(1)_c1.0E-7
moa.HoeffdingTree(1)_dNominalAttributeClassObserver
moa.HoeffdingTree(1)_e1000000
moa.HoeffdingTree(1)_g200
moa.HoeffdingTree(1)_lNBAdaptive
moa.HoeffdingTree(1)_m33554432
moa.HoeffdingTree(1)_nGaussianNumericAttributeClassObserver
moa.HoeffdingTree(1)_pfalse
moa.HoeffdingTree(1)_q0
moa.HoeffdingTree(1)_rfalse
moa.HoeffdingTree(1)_sInfoGainSplitCriterion
moa.HoeffdingTree(1)_t0.05
moa.HoeffdingTree(1)_zfalse
moa.OzaBagAdwin_HoeffdingTree(1)_lmoa.classifiers.trees.HoeffdingTree
moa.OzaBagAdwin_HoeffdingTree(1)_r1
moa.OzaBagAdwin_HoeffdingTree(1)_s10

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.

20 Evaluation measures

Area under ROC curve
0.8959
Per class
Confusion matrix
F measure
0.711
Per class
Kappa
0.5533
KB relative information score
785.5249
Mean absolute error
0.2355
Mean prior absolute error
0.4444
Number of instances
1473
Per class
Precision
0.712
Per class
Predictive accuracy
0.7142
Prior entropy
1.585
Recall
0.7142
Per class
Relative absolute error
0.5299
Root mean prior squared error
0.4714
Root mean squared error
0.3561
Root relative squared error
0.7554
Run CPU time
0.27