Run
544339

Run 544339

Task 2127 (Supervised Data Stream Classification) BNG(anneal) Uploaded 31-03-2016 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
0.93
Per class
Confusion matrix
F measure
0.949
Per class
Kappa
0.8746
KB relative information score
945744.0456
Mean absolute error
0.0164
Mean prior absolute error
0.2778
Number of instances
1000000
Per class
Precision
0.9486
Per class
Predictive accuracy
0.9508
Prior entropy
2.585
Recall
0.9508
Per class
Relative absolute error
0.0591
Root mean prior squared error
0.3727
Root mean squared error
0.1281
Root relative squared error
0.3438