Run
544373

Run 544373

Task 196 (Supervised Data Stream Classification) RandomRBF_10_1E-4 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
0.9369
Per class
Confusion matrix
F measure
0.9017
Per class
Kappa
0.8732
KB relative information score
888319.2363
Mean absolute error
0.0392
Mean prior absolute error
0.32
Number of instances
1000000
Per class
Precision
0.9022
Per class
Predictive accuracy
0.9019
Prior entropy
2.3219
Recall
0.9019
Per class
Relative absolute error
0.1226
Root mean prior squared error
0.4
Root mean squared error
0.1981
Root relative squared error
0.4952