DEVELOPMENT... OpenML
Run
158341

Run 158341

Task 181 (Supervised Data Stream Classification) BNG(hepatitis,nominal,1000000) Uploaded 12-02-2015 by Jason
0 likes downloaded by 0 people 0 issues 0 downvotes , 0 total downloads
Issue #Downvotes for this reason By


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
0.9463
Per class
Confusion matrix
F measure
0.9108
Per class
Kappa
0.7242
KB relative information score
745346.271
Mean absolute error
0.1376
Mean prior absolute error
0.5
Number of instances
1000000
Per class
Precision
0.9105
Per class
Predictive accuracy
0.913
Prior entropy
1
Recall
0.913
Per class
Relative absolute error
0.2753
Root mean prior squared error
0.5
Root mean squared error
0.2567
Root relative squared error
0.5133