Run
1832336

Run 1832336

Task 125958 (Supervised Data Stream Classification) BNG(spambase) 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.functions.Logistic -R 1.0E-8 -M -1
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
0.6564
Per class
Confusion matrix
F measure
0.5907
Per class
Kappa
0.1808
KB relative information score
192536.0593
Mean absolute error
0.4107
Mean prior absolute error
0.5
Number of instances
1000000
Per class
Precision
0.7018
Per class
Predictive accuracy
0.6606
Prior entropy
1
Recall
0.6606
Per class
Relative absolute error
0.8214
Root mean prior squared error
0.5
Root mean squared error
0.4553
Root relative squared error
0.9107