Run
539787

Run 539787

Task 2163 (Supervised Data Stream Classification) BNG(heart-statlog) Uploaded 22-03-2016 by Jan van Rijn
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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
0.8824
Per class
Confusion matrix
F measure
0.8859
Per class
Kappa
0.7685
KB relative information score
772578
Mean absolute error
0.1137
Mean prior absolute error
0.5
Number of instances
1000000
Per class
Precision
0.8865
Per class
Predictive accuracy
0.8863
Prior entropy
1
Recall
0.8863
Per class
Relative absolute error
0.2274
Root mean prior squared error
0.5
Root mean squared error
0.3372
Root relative squared error
0.6744