Run
528103

Run 528103

Task 2154 (Supervised Data Stream Classification) BNG(credit-a) 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
0.9233
Per class
Confusion matrix
F measure
0.8781
Per class
Kappa
0.7539
KB relative information score
730549.8326
Mean absolute error
0.1385
Mean prior absolute error
0.5
Number of instances
1000000
Per class
Precision
0.8788
Per class
Predictive accuracy
0.8779
Prior entropy
1
Recall
0.8779
Per class
Relative absolute error
0.277
Root mean prior squared error
0.5
Root mean squared error
0.326
Root relative squared error
0.652