Run
1831947

Run 1831947

Task 192 (Supervised Data Stream Classification) LED(50000) 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
0.9531
Per class
Confusion matrix
F measure
0.7367
Per class
Kappa
0.7061
KB relative information score
684731.6613
Mean absolute error
0.0801
Mean prior absolute error
0.18
Number of instances
1000000
Per class
Precision
0.7388
Per class
Predictive accuracy
0.7355
Prior entropy
3.3219
Recall
0.7355
Per class
Relative absolute error
0.445
Root mean prior squared error
0.3
Root mean squared error
0.1958
Root relative squared error
0.6527