Run
1831983

Run 1831983

Task 7309 (Supervised Data Stream Classification) Agrawal1 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
0.9888
Per class
Confusion matrix
F measure
0.9472
Per class
Kappa
0.8796
KB relative information score
857848.6488
Mean absolute error
0.0762
Mean prior absolute error
0.5
Number of instances
1000000
Per class
Precision
0.9473
Per class
Predictive accuracy
0.9475
Prior entropy
1
Recall
0.9475
Per class
Relative absolute error
0.1525
Root mean prior squared error
0.5
Root mean squared error
0.1883
Root relative squared error
0.3765