Run
1832084

Run 1832084

Task 2165 (Supervised Data Stream Classification) BNG(hepatitis) Uploaded 07-10-2016 by Jan van Rijn
0 likes downloaded by 0 people 0 issues 0 downvotes , 0 total downloads
Issue #Downvotes for this reason By


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.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
0.9391
Per class
Confusion matrix
F measure
0.9023
Per class
Kappa
0.6951
KB relative information score
723170.5348
Mean absolute error
0.1498
Mean prior absolute error
0.5
Number of instances
1000000
Per class
Precision
0.902
Per class
Predictive accuracy
0.9052
Prior entropy
1
Recall
0.9052
Per class
Relative absolute error
0.2997
Root mean prior squared error
0.5
Root mean squared error
0.2659
Root relative squared error
0.5319