Run
536639

Run 536639

Task 198 (Supervised Data Stream Classification) RandomRBF_50_1E-4 Uploaded 13-03-2016 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,functions.Perceptron,functions.SGD,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.OneR -B 6)) -c 1000,meta.AccuracyWeightedEnsemble -l (meta.WEKAClassifier -l weka.classifiers.trees.DecisionStump) -c 1000,rules.RuleClassifier,trees.HoeffdingOptionTree,trees.RandomHoeffdingTree
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
0.9352
Per class
Confusion matrix
F measure
0.8992
Per class
Kappa
0.87
KB relative information score
885510.1945
Mean absolute error
0.0402
Mean prior absolute error
0.32
Number of instances
1000000
Per class
Precision
0.9001
Per class
Predictive accuracy
0.8995
Prior entropy
2.3219
Recall
0.8995
Per class
Relative absolute error
0.1257
Root mean prior squared error
0.4
Root mean squared error
0.2005
Root relative squared error
0.5014