Run
179161

Run 179161

Task 7358 (Supervised Data Stream Classification) BNG(letter,1000,10) 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
0.7611
Per class
Confusion matrix
F measure
0.2138
Per class
Kappa
0.1867
KB relative information score
223437.577
Mean absolute error
0.0685
Mean prior absolute error
0.074
Number of instances
1000000
Per class
Precision
0.214
Per class
Predictive accuracy
0.2181
Prior entropy
4.7004
Recall
0.2181
Per class
Relative absolute error
0.9265
Root mean prior squared error
0.1923
Root mean squared error
0.1852
Root relative squared error
0.9628