Run
544385

Run 544385

Task 2156 (Supervised Data Stream Classification) BNG(credit-g) 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.kNN,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
0.6952
Per class
Confusion matrix
F measure
0.7647
Per class
Kappa
0.4226
KB relative information score
551688
Mean absolute error
0.2242
Mean prior absolute error
0.5
Number of instances
1000000
Per class
Precision
0.7653
Per class
Predictive accuracy
0.7758
Prior entropy
1
Recall
0.7758
Per class
Relative absolute error
0.4483
Root mean prior squared error
0.5
Root mean squared error
0.4735
Root relative squared error
0.9469