Run
1835469

Run 1835469

Task 2165 (Supervised Data Stream Classification) BNG(hepatitis) Uploaded 26-10-2016 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)_n16.0
moa.AccuracyWeightedEnsemble_WEKAClassifier(2)_r32.0
moa.AccuracyWeightedEnsemble_WEKAClassifier(2)_c1000
moa.AccuracyWeightedEnsemble_WEKAClassifier(2)_f10
moa.WEKAClassifier(2)_lweka.classifiers.trees.J48 -C 0.25 -M 2
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
0.9397
Per class
Confusion matrix
F measure
0.9028
Per class
Kappa
0.6967
KB relative information score
723276.6195
Mean absolute error
0.1499
Mean prior absolute error
0.5
Number of instances
1000000
Per class
Precision
0.9025
Per class
Predictive accuracy
0.9057
Prior entropy
1
Recall
0.9057
Per class
Relative absolute error
0.2997
Root mean prior squared error
0.5
Root mean squared error
0.2654
Root relative squared error
0.5308