Run
528094

Run 528094

Task 2165 (Supervised Data Stream Classification) BNG(hepatitis) Uploaded 24-02-2016 by Joaquin Vanschoren
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Flow

moa.StackingAttempt_Perceptron(1)Moa implementation of StackingAttempt
moa.StackingAttempt_Perceptron(1)_bbayes.NaiveBayes,functions.Perceptron,functions.SGD,functions.SPegasos,lazy.kNN,rules.RuleClassifier,trees.HoeffdingOptionTree,trees.HoeffdingTree,trees.RandomHoeffdingTree
moa.StackingAttempt_Perceptron(1)_mmoa.classifiers.functions.Perceptron
moa.StackingAttempt_Perceptron(1)_cfalse
moa.Perceptron(3)_l1.0
moa.Perceptron(3)_r1

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
0.9077
Per class
Confusion matrix
F measure
0.9127
Per class
Kappa
0.731
KB relative information score
793769.1306
Mean absolute error
0.1085
Mean prior absolute error
0.5
Number of instances
1000000
Per class
Precision
0.9121
Per class
Predictive accuracy
0.914
Prior entropy
1
Recall
0.914
Per class
Relative absolute error
0.2171
Root mean prior squared error
0.5
Root mean squared error
0.2719
Root relative squared error
0.5437