Run
1832062

Run 1832062

Task 189 (Supervised Data Stream Classification) covertype 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.J48 -C 0.25 -M 2
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
0.9464
Per class
Confusion matrix
F measure
0.845
Per class
Kappa
0.7539
KB relative information score
483656.0518
Mean absolute error
0.0581
Mean prior absolute error
0.2449
Number of instances
581012
Per class
Precision
0.8466
Per class
Predictive accuracy
0.8492
Prior entropy
2.8074
Recall
0.8492
Per class
Relative absolute error
0.2374
Root mean prior squared error
0.3499
Root mean squared error
0.1801
Root relative squared error
0.5147