Run
536332

Run 536332

Task 163 (Supervised Data Stream Classification) BNG(optdigits) Uploaded 11-03-2016 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,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
0.9542
Per class
Confusion matrix
F measure
0.9174
Per class
Kappa
0.9085
KB relative information score
913868.2758
Mean absolute error
0.0165
Mean prior absolute error
0.18
Number of instances
1000000
Per class
Precision
0.9174
Per class
Predictive accuracy
0.9176
Prior entropy
3.3219
Recall
0.9176
Per class
Relative absolute error
0.0915
Root mean prior squared error
0.3
Root mean squared error
0.1283
Root relative squared error
0.4278