Run
544327

Run 544327

Task 195 (Supervised Data Stream Classification) RandomRBF_10_1E-3 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
0.9252
Per class
Confusion matrix
F measure
0.8835
Per class
Kappa
0.8496
KB relative information score
867519.5737
Mean absolute error
0.0465
Mean prior absolute error
0.32
Number of instances
1000000
Per class
Precision
0.884
Per class
Predictive accuracy
0.8837
Prior entropy
2.3219
Recall
0.8837
Per class
Relative absolute error
0.1454
Root mean prior squared error
0.4
Root mean squared error
0.2157
Root relative squared error
0.5393