Run
540740

Run 540740

Task 2165 (Supervised Data Stream Classification) BNG(hepatitis) Uploaded 22-03-2016 by Joaquin Vanschoren
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Flow

moa.BlastDecayed(1)Moa implementation of BlastDecayed
moa.BlastDecayed(1)_a0.999
moa.BlastDecayed(1)_bbayes.NaiveBayes,lazy.kNNwithPAW,meta.AccuracyWeightedEnsemble -l (meta.WEKAClassifier -l (weka.classifiers.rules.JRip -F 3 -N 2.0 -O 2 -S 1)) -c 1000,trees.HoeffdingOptionTree
moa.BlastDecayed(1)_g1
moa.BlastDecayed(1)_k1
moa.BlastDecayed(1)_pfalse

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
0.8448
Per class
Confusion matrix
F measure
0.9123
Per class
Kappa
0.727
KB relative information score
829504
Mean absolute error
0.0852
Mean prior absolute error
0.5
Number of instances
1000000
Per class
Precision
0.9122
Per class
Predictive accuracy
0.9148
Prior entropy
1
Recall
0.9148
Per class
Relative absolute error
0.1705
Root mean prior squared error
0.5
Root mean squared error
0.292
Root relative squared error
0.5839