Run
528215

Run 528215

Task 2152 (Supervised Data Stream Classification) BNG(colic.ORIG) Uploaded 24-02-2016 by Jan van Rijn
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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
0.7877
Per class
Confusion matrix
F measure
0.7307
Per class
Kappa
0.3847
KB relative information score
520471.9072
Mean absolute error
0.2406
Mean prior absolute error
0.5
Number of instances
1000000
Per class
Precision
0.7859
Per class
Predictive accuracy
0.7639
Prior entropy
1
Recall
0.7639
Per class
Relative absolute error
0.4811
Root mean prior squared error
0.5
Root mean squared error
0.479
Root relative squared error
0.9579