Run
544424

Run 544424

Task 2157 (Supervised Data Stream Classification) BNG(pendigits) 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
0.9106
Per class
Confusion matrix
F measure
0.8389
Per class
Kappa
0.8211
KB relative information score
831675.9201
Mean absolute error
0.0322
Mean prior absolute error
0.18
Number of instances
1000000
Per class
Precision
0.8409
Per class
Predictive accuracy
0.839
Prior entropy
3.3219
Recall
0.839
Per class
Relative absolute error
0.1788
Root mean prior squared error
0.3
Root mean squared error
0.1794
Root relative squared error
0.5981