Run
1832313

Run 1832313

Task 2163 (Supervised Data Stream Classification) BNG(heart-statlog) Uploaded 07-10-2016 by Jan van Rijn
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Flow

moa.AccuracyWeightedEnsemble_WEKAClassifier(2)Moa implementation of AccuracyWeightedEnsemble
moa.AccuracyWeightedEnsemble_WEKAClassifier(2)_lmoa.classifiers.meta.WEKAClassifier
moa.AccuracyWeightedEnsemble_WEKAClassifier(2)_n15.0
moa.AccuracyWeightedEnsemble_WEKAClassifier(2)_r30.0
moa.AccuracyWeightedEnsemble_WEKAClassifier(2)_c1000
moa.AccuracyWeightedEnsemble_WEKAClassifier(2)_f10
moa.WEKAClassifier(2)_lweka.classifiers.functions.Logistic -R 1.0E-8 -M -1
moa.WEKAClassifier(2)_w0
moa.WEKAClassifier(2)_i1000
moa.WEKAClassifier(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
0.9476
Per class
Confusion matrix
F measure
0.8785
Per class
Kappa
0.7537
KB relative information score
668616.1776
Mean absolute error
0.1765
Mean prior absolute error
0.5
Number of instances
1000000
Per class
Precision
0.8785
Per class
Predictive accuracy
0.8786
Prior entropy
1
Recall
0.8786
Per class
Relative absolute error
0.353
Root mean prior squared error
0.5
Root mean squared error
0.2973
Root relative squared error
0.5945