Run
528081

Run 528081

Task 122 (Supervised Data Stream Classification) BNG(kr-vs-kp) 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
0.9712
Per class
Confusion matrix
F measure
0.9379
Per class
Kappa
0.8755
KB relative information score
873217.7032
Mean absolute error
0.0637
Mean prior absolute error
0.5
Number of instances
1000000
Per class
Precision
0.938
Per class
Predictive accuracy
0.9379
Prior entropy
1
Recall
0.9379
Per class
Relative absolute error
0.1273
Root mean prior squared error
0.5
Root mean squared error
0.24
Root relative squared error
0.48