Run
544435

Run 544435

Task 7309 (Supervised Data Stream Classification) Agrawal1 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,meta.AccuracyWeightedEnsemble -l (meta.WEKAClassifier -l (weka.classifiers.trees.J48 -C 0.25 -M 2)),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
0.9433
Per class
Confusion matrix
F measure
0.9497
Per class
Kappa
0.8859
KB relative information score
899288
Mean absolute error
0.0504
Mean prior absolute error
0.5
Number of instances
1000000
Per class
Precision
0.9497
Per class
Predictive accuracy
0.9496
Prior entropy
1
Recall
0.9496
Per class
Relative absolute error
0.1007
Root mean prior squared error
0.5
Root mean squared error
0.2244
Root relative squared error
0.4488