Run
539314

Run 539314

Task 2154 (Supervised Data Stream Classification) BNG(credit-a) Uploaded 22-03-2016 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
0.8783
Per class
Confusion matrix
F measure
0.879
Per class
Kappa
0.7553
KB relative information score
757718
Mean absolute error
0.1211
Mean prior absolute error
0.5
Number of instances
1000000
Per class
Precision
0.8792
Per class
Predictive accuracy
0.8789
Prior entropy
1
Recall
0.8789
Per class
Relative absolute error
0.2423
Root mean prior squared error
0.5
Root mean squared error
0.3481
Root relative squared error
0.6961