DEVELOPMENT... OpenML
Run
159069

Run 159069

Task 177 (Supervised Data Stream Classification) BNG(heart-h,nominal,1000000) Uploaded 12-02-2015 by Jason
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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
0.9398
Per class
Confusion matrix
F measure
0.8667
Per class
Kappa
0.7159
KB relative information score
830371.6345
Mean absolute error
0.0741
Mean prior absolute error
0.32
Number of instances
1000000
Per class
Precision
0.8659
Per class
Predictive accuracy
0.8693
Prior entropy
2.3219
Recall
0.8693
Per class
Relative absolute error
0.2316
Root mean prior squared error
0.4
Root mean squared error
0.1936
Root relative squared error
0.484