Run
179160

Run 179160

Task 7345 (Supervised Data Stream Classification) BNG(anneal.ORIG,10000,5) Uploaded 24-02-2015 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
0.9779
Per class
Confusion matrix
F measure
0.9255
Per class
Kappa
0.8144
KB relative information score
891656.1065
Mean absolute error
0.0433
Mean prior absolute error
0.2778
Number of instances
1000000
Per class
Precision
0.9246
Per class
Predictive accuracy
0.9276
Prior entropy
2.585
Recall
0.9276
Per class
Relative absolute error
0.1557
Root mean prior squared error
0.3727
Root mean squared error
0.1383
Root relative squared error
0.371