DEVELOPMENT... OpenML
Run
155866

Run 155866

Task 162 (Supervised Data Stream Classification) BNG(colic,nominal,1000000) Uploaded 11-02-2015 by Jason
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Flow

moa.AccuracyWeightedEnsemble_WEKAClassifier(1)Moa implementation of AccuracyWeightedEnsemble
moa.WEKAClassifier(1)_f0
moa.WEKAClassifier(1)_i1000
moa.WEKAClassifier(1)_lweka.classifiers.trees.DecisionStump
moa.WEKAClassifier(1)_w0
moa.AccuracyWeightedEnsemble_WEKAClassifier(1)_lmoa.classifiers.meta.WEKAClassifier
moa.AccuracyWeightedEnsemble_WEKAClassifier(1)_n15.0
moa.AccuracyWeightedEnsemble_WEKAClassifier(1)_r30.0
moa.AccuracyWeightedEnsemble_WEKAClassifier(1)_c1000
moa.AccuracyWeightedEnsemble_WEKAClassifier(1)_f10

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
0.8111
Per class
Confusion matrix
F measure
0.815
Per class
Kappa
0.6087
KB relative information score
456427.1721
Mean absolute error
0.2922
Mean prior absolute error
0.5
Number of instances
1000000
Per class
Precision
0.8198
Per class
Predictive accuracy
0.8132
Prior entropy
1
Recall
0.8132
Per class
Relative absolute error
0.5843
Root mean prior squared error
0.5
Root mean squared error
0.3824
Root relative squared error
0.7647