Run
159134

Run 159134

Task 187 (Supervised Data Stream Classification) BNG(zoo,nominal,1000000) Uploaded 12-02-2015 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
0.9931
Per class
Confusion matrix
F measure
0.9277
Per class
Kappa
0.9085
KB relative information score
909069.8198
Mean absolute error
0.0318
Mean prior absolute error
0.2449
Number of instances
1000000
Per class
Precision
0.9273
Per class
Predictive accuracy
0.9301
Prior entropy
2.8074
Recall
0.9301
Per class
Relative absolute error
0.1298
Root mean prior squared error
0.3499
Root mean squared error
0.122
Root relative squared error
0.3485