Run
528085

Run 528085

Task 2129 (Supervised Data Stream Classification) BNG(labor) 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
0.9652
Per class
Confusion matrix
F measure
0.9425
Per class
Kappa
0.8737
KB relative information score
864895.8033
Mean absolute error
0.0708
Mean prior absolute error
0.5
Number of instances
1000000
Per class
Precision
0.9424
Per class
Predictive accuracy
0.9426
Prior entropy
1
Recall
0.9426
Per class
Relative absolute error
0.1416
Root mean prior squared error
0.5
Root mean squared error
0.2223
Root relative squared error
0.4447