Run
177995

Run 177995

Task 7338 (Supervised Data Stream Classification) BNG(anneal.ORIG,1000,1) Uploaded 23-02-2015 by Jan van Rijn
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Flow

moa.AccuracyWeightedEnsemble_WEKAClassifier_Logistic(1)Moa implementation of AccuracyWeightedEnsemble
weka.Logistic(1)_M-1
weka.Logistic(1)_R1.0E-8
moa.AccuracyWeightedEnsemble_WEKAClassifier_Logistic(1)_lmoa.classifiers.meta.WEKAClassifier
moa.AccuracyWeightedEnsemble_WEKAClassifier_Logistic(1)_n15.0
moa.AccuracyWeightedEnsemble_WEKAClassifier_Logistic(1)_r30.0
moa.AccuracyWeightedEnsemble_WEKAClassifier_Logistic(1)_c1000
moa.AccuracyWeightedEnsemble_WEKAClassifier_Logistic(1)_f10
moa.WEKAClassifier_Logistic(1)_lweka.classifiers.functions.Logistic
moa.WEKAClassifier_Logistic(1)_w0
moa.WEKAClassifier_Logistic(1)_i1000
moa.WEKAClassifier_Logistic(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
0.9795
Per class
Confusion matrix
F measure
0.9294
Per class
Kappa
0.8245
KB relative information score
890920.5921
Mean absolute error
0.044
Mean prior absolute error
0.2778
Number of instances
1000000
Per class
Precision
0.9284
Per class
Predictive accuracy
0.9312
Prior entropy
2.585
Recall
0.9312
Per class
Relative absolute error
0.1583
Root mean prior squared error
0.3727
Root mean squared error
0.1367
Root relative squared error
0.3669