Run
528222

Run 528222

Task 7309 (Supervised Data Stream Classification) Agrawal1 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
0.9294
Per class
Confusion matrix
F measure
0.7881
Per class
Kappa
0.5049
KB relative information score
620633.2558
Mean absolute error
0.19
Mean prior absolute error
0.5
Number of instances
1000000
Per class
Precision
0.8425
Per class
Predictive accuracy
0.8117
Prior entropy
1
Recall
0.8117
Per class
Relative absolute error
0.3799
Root mean prior squared error
0.5
Root mean squared error
0.4255
Root relative squared error
0.8511