DEVELOPMENT... OpenML
Run
158391

Run 158391

Task 2163 (Supervised Data Stream Classification) BNG(heart-statlog) Uploaded 12-02-2015 by Jason
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Flow

moa.AccuracyWeightedEnsemble_WEKAClassifier_J48(1)Moa implementation of AccuracyWeightedEnsemble
weka.J48(1)_C0.25
weka.J48(1)_M2
moa.AccuracyWeightedEnsemble_WEKAClassifier_J48(1)_lmoa.classifiers.meta.WEKAClassifier
moa.AccuracyWeightedEnsemble_WEKAClassifier_J48(1)_n15.0
moa.AccuracyWeightedEnsemble_WEKAClassifier_J48(1)_r30.0
moa.AccuracyWeightedEnsemble_WEKAClassifier_J48(1)_c1000
moa.AccuracyWeightedEnsemble_WEKAClassifier_J48(1)_f10
moa.WEKAClassifier_J48(2)_lweka.classifiers.trees.J48
moa.WEKAClassifier_J48(2)_w0
moa.WEKAClassifier_J48(2)_i1000
moa.WEKAClassifier_J48(2)_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
0.9454
Per class
Confusion matrix
F measure
0.8824
Per class
Kappa
0.7616
KB relative information score
675185.6173
Mean absolute error
0.1728
Mean prior absolute error
0.5
Number of instances
1000000
Per class
Precision
0.8823
Per class
Predictive accuracy
0.8824
Prior entropy
1
Recall
0.8824
Per class
Relative absolute error
0.3456
Root mean prior squared error
0.5
Root mean squared error
0.2952
Root relative squared error
0.5903