Run
1831944

Run 1831944

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.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
0.9478
Per class
Confusion matrix
F measure
0.8345
Per class
Kappa
0.7369
KB relative information score
476176.6857
Mean absolute error
0.063
Mean prior absolute error
0.2449
Number of instances
581012
Per class
Precision
0.8357
Per class
Predictive accuracy
0.8389
Prior entropy
2.8074
Recall
0.8389
Per class
Relative absolute error
0.2571
Root mean prior squared error
0.3499
Root mean squared error
0.1837
Root relative squared error
0.525