Run
1831994

Run 1831994

Task 125961 (Supervised Data Stream Classification) BNG(ionosphere) Uploaded 07-10-2016 by Jan van Rijn
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Flow

moa.AccuracyWeightedEnsemble_WEKAClassifier(2)Moa implementation of AccuracyWeightedEnsemble
moa.AccuracyWeightedEnsemble_WEKAClassifier(2)_lmoa.classifiers.meta.WEKAClassifier
moa.AccuracyWeightedEnsemble_WEKAClassifier(2)_n15.0
moa.AccuracyWeightedEnsemble_WEKAClassifier(2)_r30.0
moa.AccuracyWeightedEnsemble_WEKAClassifier(2)_c1000
moa.AccuracyWeightedEnsemble_WEKAClassifier(2)_f10
moa.WEKAClassifier(2)_lweka.classifiers.trees.REPTree -M 2 -V 0.001 -N 3 -S 1 -L -1 -I 0.0
moa.WEKAClassifier(2)_w0
moa.WEKAClassifier(2)_i1000
moa.WEKAClassifier(2)_f0

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
0.9628
Per class
Confusion matrix
F measure
0.9108
Per class
Kappa
0.8064
KB relative information score
732722.9196
Mean absolute error
0.1469
Mean prior absolute error
0.5
Number of instances
1000000
Per class
Precision
0.9109
Per class
Predictive accuracy
0.9107
Prior entropy
1
Recall
0.9107
Per class
Relative absolute error
0.2937
Root mean prior squared error
0.5
Root mean squared error
0.2612
Root relative squared error
0.5224