Run
528077

Run 528077

Task 160 (Supervised Data Stream Classification) BNG(mushroom) 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
0.996
Per class
Confusion matrix
F measure
0.9743
Per class
Kappa
0.9486
KB relative information score
947246.9359
Mean absolute error
0.0266
Mean prior absolute error
0.5
Number of instances
1000000
Per class
Precision
0.975
Per class
Predictive accuracy
0.9744
Prior entropy
1
Recall
0.9744
Per class
Relative absolute error
0.0532
Root mean prior squared error
0.5
Root mean squared error
0.1524
Root relative squared error
0.3049