Run
528220

Run 528220

Task 7309 (Supervised Data Stream Classification) Agrawal1 Uploaded 24-02-2016 by Joaquin Vanschoren
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Flow

moa.StackingAttempt_MajorityClass(1)Moa implementation of StackingAttempt
moa.StackingAttempt_MajorityClass(1)_bbayes.NaiveBayes,functions.Perceptron,functions.SGD,functions.SPegasos,lazy.kNN,rules.RuleClassifier,trees.HoeffdingOptionTree,trees.HoeffdingTree,trees.RandomHoeffdingTree
moa.StackingAttempt_MajorityClass(1)_mmoa.classifiers.functions.MajorityClass
moa.StackingAttempt_MajorityClass(1)_cfalse

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
0.5003
Per class
Confusion matrix
F measure
0.5402
Per class
KB relative information score
276493.8514
Mean absolute error
0.3717
Mean prior absolute error
0.5
Number of instances
1000000
Per class
Precision
0.561
Per class
Predictive accuracy
0.672
Prior entropy
1
Recall
0.672
Per class
Relative absolute error
0.7435
Root mean prior squared error
0.5
Root mean squared error
0.5107
Root relative squared error
1.0214