Run
528206

Run 528206

Task 2152 (Supervised Data Stream Classification) BNG(colic.ORIG) 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
0.4993
Per class
Confusion matrix
F measure
0.5275
Per class
KB relative information score
268673.0514
Mean absolute error
0.3741
Mean prior absolute error
0.5
Number of instances
1000000
Per class
Precision
0.4384
Per class
Predictive accuracy
0.6621
Prior entropy
1
Recall
0.6621
Per class
Relative absolute error
0.7483
Root mean prior squared error
0.5
Root mean squared error
0.5246
Root relative squared error
1.0493