Run
528090

Run 528090

Task 178 (Supervised Data Stream Classification) BNG(trains) 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
0.9727
Per class
Confusion matrix
F measure
0.9269
Per class
Kappa
0.854
KB relative information score
851024.7571
Mean absolute error
0.0749
Mean prior absolute error
0.5
Number of instances
1000000
Per class
Precision
0.9291
Per class
Predictive accuracy
0.927
Prior entropy
1
Recall
0.927
Per class
Relative absolute error
0.1498
Root mean prior squared error
0.5
Root mean squared error
0.2561
Root relative squared error
0.5123