Run
166442

Run 166442

Task 130 (Supervised Data Stream Classification) BNG(bridges_version1,nominal,1000000) Uploaded 18-02-2015 by Jan van Rijn
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Flow

moa.AccuracyWeightedEnsemble_WEKAClassifier_LMT(1)Moa implementation of AccuracyWeightedEnsemble
weka.LMT(1)_I-1
weka.LMT(1)_M15
weka.LMT(1)_W0.0
moa.AccuracyWeightedEnsemble_WEKAClassifier_LMT(1)_lmoa.classifiers.meta.WEKAClassifier
moa.AccuracyWeightedEnsemble_WEKAClassifier_LMT(1)_n15.0
moa.AccuracyWeightedEnsemble_WEKAClassifier_LMT(1)_r30.0
moa.AccuracyWeightedEnsemble_WEKAClassifier_LMT(1)_c1000
moa.AccuracyWeightedEnsemble_WEKAClassifier_LMT(1)_f10
moa.WEKAClassifier_LMT(1)_lweka.classifiers.trees.LMT
moa.WEKAClassifier_LMT(1)_w0
moa.WEKAClassifier_LMT(1)_i1000
moa.WEKAClassifier_LMT(1)_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
0.9413
Per class
Confusion matrix
F measure
0.7529
Per class
Kappa
0.6771
KB relative information score
698564.8822
Mean absolute error
0.1069
Mean prior absolute error
0.2778
Number of instances
1000000
Per class
Precision
0.7493
Per class
Predictive accuracy
0.762
Prior entropy
2.585
Recall
0.762
Per class
Relative absolute error
0.3849
Root mean prior squared error
0.3727
Root mean squared error
0.236
Root relative squared error
0.6333