Run
541021

Run 541021

Task 7285 (Supervised Data Stream Classification) BNG(JapaneseVowels) Uploaded 23-03-2016 by Joaquin Vanschoren
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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.functions.SMO -C 1.0 -L 0.001 -P 1.0E-12 -N 0 -V -1 -W 1 -K "weka.classifiers.functions.supportVector.PolyKernel -E 1.0 -C 250007")) -c 1000,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
0.8866
Per class
Confusion matrix
F measure
0.7981
Per class
Kappa
0.7727
KB relative information score
788811.1253
Mean absolute error
0.0445
Mean prior absolute error
0.1975
Number of instances
1000000
Per class
Precision
0.7975
Per class
Predictive accuracy
0.7996
Prior entropy
3.1699
Recall
0.7996
Per class
Relative absolute error
0.2255
Root mean prior squared error
0.3143
Root mean squared error
0.2111
Root relative squared error
0.6716