Run
155892

Run 155892

Task 189 (Supervised Data Stream Classification) covertype Uploaded 11-02-2015 by Jan van Rijn
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Flow

moa.AccuracyWeightedEnsemble_WEKAClassifier(1)Moa implementation of AccuracyWeightedEnsemble
moa.WEKAClassifier(1)_f0
moa.WEKAClassifier(1)_i1000
moa.WEKAClassifier(1)_lweka.classifiers.trees.DecisionStump
moa.WEKAClassifier(1)_w0
moa.AccuracyWeightedEnsemble_WEKAClassifier(1)_lmoa.classifiers.meta.WEKAClassifier
moa.AccuracyWeightedEnsemble_WEKAClassifier(1)_n15.0
moa.AccuracyWeightedEnsemble_WEKAClassifier(1)_r30.0
moa.AccuracyWeightedEnsemble_WEKAClassifier(1)_c1000
moa.AccuracyWeightedEnsemble_WEKAClassifier(1)_f10

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
0.8716
Per class
Confusion matrix
F measure
0.7053
Per class
Kappa
0.5281
KB relative information score
395586.5056
Mean absolute error
0.1117
Mean prior absolute error
0.2449
Number of instances
581012
Per class
Precision
0.7077
Per class
Predictive accuracy
0.7186
Prior entropy
2.8074
Recall
0.7186
Per class
Relative absolute error
0.4561
Root mean prior squared error
0.3499
Root mean squared error
0.237
Root relative squared error
0.6772