Run
544330

Run 544330

Task 199 (Supervised Data Stream Classification) SEA(50) 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
0.8735
Per class
Confusion matrix
F measure
0.8871
Per class
Kappa
0.7599
KB relative information score
776330
Mean absolute error
0.1118
Mean prior absolute error
0.5
Number of instances
1000000
Per class
Precision
0.8883
Per class
Predictive accuracy
0.8882
Prior entropy
1
Recall
0.8882
Per class
Relative absolute error
0.2237
Root mean prior squared error
0.5
Root mean squared error
0.3344
Root relative squared error
0.6688