Run
544506

Run 544506

Task 2269 (Supervised Data Stream Classification) 20_newsgroups.drift Uploaded 01-04-2016 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
0.9325
Per class
Confusion matrix
F measure
0.9902
Per class
Kappa
0.8954
KB relative information score
392258
Mean absolute error
0.0096
Mean prior absolute error
0.5
Number of instances
399940
Per class
Precision
0.9902
Per class
Predictive accuracy
0.9904
Prior entropy
1
Recall
0.9904
Per class
Relative absolute error
0.0192
Root mean prior squared error
0.5
Root mean squared error
0.098
Root relative squared error
0.196