Run
540940

Run 540940

Task 160 (Supervised Data Stream Classification) BNG(mushroom) Uploaded 23-03-2016 by Joaquin Vanschoren
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Flow

moa.BlastDecayed(1)Moa implementation of BlastDecayed
moa.BlastDecayed(1)_a0.999
moa.BlastDecayed(1)_bbayes.NaiveBayes,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
0.9889
Per class
Confusion matrix
F measure
0.9889
Per class
Kappa
0.9778
KB relative information score
977864
Mean absolute error
0.0111
Mean prior absolute error
0.5
Number of instances
1000000
Per class
Precision
0.9889
Per class
Predictive accuracy
0.9889
Prior entropy
1
Recall
0.9889
Per class
Relative absolute error
0.0221
Root mean prior squared error
0.5
Root mean squared error
0.1052
Root relative squared error
0.2104