Run
544331

Run 544331

Task 200 (Supervised Data Stream Classification) SEA(50000) 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
0.8663
Per class
Confusion matrix
F measure
0.8805
Per class
Kappa
0.7458
KB relative information score
763404
Mean absolute error
0.1183
Mean prior absolute error
0.5
Number of instances
1000000
Per class
Precision
0.8818
Per class
Predictive accuracy
0.8817
Prior entropy
1
Recall
0.8817
Per class
Relative absolute error
0.2366
Root mean prior squared error
0.5
Root mean squared error
0.3439
Root relative squared error
0.6879