Run
212127

Run 212127

Task 175 (Supervised Data Stream Classification) BNG(spambase) Uploaded 28-02-2015 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
0.6607
Per class
Confusion matrix
F measure
0.5916
Per class
Kappa
0.1846
KB relative information score
187872.7264
Mean absolute error
0.4142
Mean prior absolute error
0.5
Number of instances
1000000
Per class
Precision
0.7117
Per class
Predictive accuracy
0.6628
Prior entropy
1
Recall
0.6628
Per class
Relative absolute error
0.8283
Root mean prior squared error
0.5
Root mean squared error
0.4542
Root relative squared error
0.9085