Run
158880

Run 158880

Task 162 (Supervised Data Stream Classification) BNG(colic,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
0.9482
Per class
Confusion matrix
F measure
0.8851
Per class
Kappa
0.7526
KB relative information score
687798.4829
Mean absolute error
0.1663
Mean prior absolute error
0.5
Number of instances
1000000
Per class
Precision
0.885
Per class
Predictive accuracy
0.8855
Prior entropy
1
Recall
0.8855
Per class
Relative absolute error
0.3326
Root mean prior squared error
0.5
Root mean squared error
0.2895
Root relative squared error
0.579