Run
527418

Run 527418

Task 2056 (Supervised Data Stream Classification) electricity Uploaded 22-02-2016 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
0.9333
Per class
Confusion matrix
F measure
0.8792
Per class
Kappa
0.7533
KB relative information score
32871.8393
Mean absolute error
0.1418
Mean prior absolute error
0.5
Number of instances
45312
Per class
Precision
0.8797
Per class
Predictive accuracy
0.8789
Prior entropy
1
Recall
0.8789
Per class
Relative absolute error
0.2835
Root mean prior squared error
0.5
Root mean squared error
0.3166
Root relative squared error
0.6333