Run
528104

Run 528104

Task 7316 (Supervised Data Stream Classification) vehicleNorm 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
0.8958
Per class
Confusion matrix
F measure
0.8394
Per class
Kappa
0.683
KB relative information score
66768.786
Mean absolute error
0.1619
Mean prior absolute error
0.5
Number of instances
98528
Per class
Precision
0.8607
Per class
Predictive accuracy
0.8415
Prior entropy
1
Recall
0.8415
Per class
Relative absolute error
0.3239
Root mean prior squared error
0.5
Root mean squared error
0.3826
Root relative squared error
0.7653