Run
528100

Run 528100

Task 2156 (Supervised Data Stream Classification) BNG(credit-g) 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
0.7343
Per class
Confusion matrix
F measure
0.7207
Per class
Kappa
0.3068
KB relative information score
510710.8824
Mean absolute error
0.2452
Mean prior absolute error
0.5
Number of instances
1000000
Per class
Precision
0.7539
Per class
Predictive accuracy
0.758
Prior entropy
1
Recall
0.758
Per class
Relative absolute error
0.4903
Root mean prior squared error
0.5
Root mean squared error
0.4812
Root relative squared error
0.9625