Run
155880

Run 155880

Task 176 (Supervised Data Stream Classification) BNG(heart-c,nominal,1000000) Uploaded 11-02-2015 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(1)Moa implementation of AccuracyWeightedEnsemble
moa.WEKAClassifier(1)_f0
moa.WEKAClassifier(1)_i1000
moa.WEKAClassifier(1)_lweka.classifiers.trees.DecisionStump
moa.WEKAClassifier(1)_w0
moa.AccuracyWeightedEnsemble_WEKAClassifier(1)_lmoa.classifiers.meta.WEKAClassifier
moa.AccuracyWeightedEnsemble_WEKAClassifier(1)_n15.0
moa.AccuracyWeightedEnsemble_WEKAClassifier(1)_r30.0
moa.AccuracyWeightedEnsemble_WEKAClassifier(1)_c1000
moa.AccuracyWeightedEnsemble_WEKAClassifier(1)_f10

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
0.7897
Per class
Confusion matrix
F measure
0.7539
Per class
Kappa
0.5099
KB relative information score
664355.8836
Mean absolute error
0.1466
Mean prior absolute error
0.32
Number of instances
1000000
Per class
Precision
0.7519
Per class
Predictive accuracy
0.756
Prior entropy
2.3219
Recall
0.756
Per class
Relative absolute error
0.4582
Root mean prior squared error
0.4
Root mean squared error
0.2665
Root relative squared error
0.6663