Run
544375

Run 544375

Task 2155 (Supervised Data Stream Classification) BNG(page-blocks) 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
0.6587
Per class
Confusion matrix
F measure
0.9013
Per class
Kappa
0.4277
KB relative information score
268944.5343
Mean absolute error
0.0313
Mean prior absolute error
0.32
Number of instances
295245
Per class
Precision
0.8986
Per class
Predictive accuracy
0.9218
Prior entropy
2.3219
Recall
0.9218
Per class
Relative absolute error
0.0978
Root mean prior squared error
0.4
Root mean squared error
0.1769
Root relative squared error
0.4422