Run
1832197

Run 1832197

Task 191 (Supervised Data Stream Classification) Hyperplane_10_1E-4 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.functions.SMO -C 1.0 -L 0.001 -P 1.0E-12 -N 0 -V -1 -W 1 -K "weka.classifiers.functions.supportVector.PolyKernel -E 1.0 -C 250007"
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
0.9484
Per class
Confusion matrix
F measure
0.9379
Per class
Kappa
0.8758
KB relative information score
639509.778
Mean absolute error
0.1756
Mean prior absolute error
0.32
Number of instances
1000000
Per class
Precision
0.9379
Per class
Predictive accuracy
0.9379
Prior entropy
2.3219
Recall
0.9379
Per class
Relative absolute error
0.5487
Root mean prior squared error
0.4
Root mean squared error
0.2786
Root relative squared error
0.6965