Run
1832204

Run 1832204

Task 198 (Supervised Data Stream Classification) RandomRBF_50_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
0.7924
Per class
Confusion matrix
F measure
0.5177
Per class
Kappa
0.381
KB relative information score
260210.9054
Mean absolute error
0.2776
Mean prior absolute error
0.32
Number of instances
1000000
Per class
Precision
0.5443
Per class
Predictive accuracy
0.5362
Prior entropy
2.3219
Recall
0.5362
Per class
Relative absolute error
0.8675
Root mean prior squared error
0.4
Root mean squared error
0.3647
Root relative squared error
0.9117