Run
1832030

Run 1832030

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.DecisionStump
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
0.7201
Per class
Confusion matrix
F measure
0.8267
Per class
Kappa
0.4432
KB relative information score
520574.7369
Mean absolute error
0.2607
Mean prior absolute error
0.5
Number of instances
1000000
Per class
Precision
0.8261
Per class
Predictive accuracy
0.8398
Prior entropy
1
Recall
0.8398
Per class
Relative absolute error
0.5214
Root mean prior squared error
0.5
Root mean squared error
0.3602
Root relative squared error
0.7204