Run
538924

Run 538924

Task 2056 (Supervised Data Stream Classification) electricity Uploaded 22-03-2016 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
0.8285
Per class
Confusion matrix
F measure
0.8341
Per class
Kappa
0.6599
KB relative information score
30318
Mean absolute error
0.1655
Mean prior absolute error
0.5
Number of instances
45312
Per class
Precision
0.8341
Per class
Predictive accuracy
0.8345
Prior entropy
1
Recall
0.8345
Per class
Relative absolute error
0.3309
Root mean prior squared error
0.5
Root mean squared error
0.4068
Root relative squared error
0.8135