Run
528577

Run 528577

Task 7316 (Supervised Data Stream Classification) vehicleNorm Uploaded 03-03-2016 by Joaquin Vanschoren
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Flow

moa.StackingAttemptV2_NaiveBayes(1)Moa implementation of StackingAttemptV2
moa.StackingAttemptV2_NaiveBayes(1)_bbayes.NaiveBayes,functions.Perceptron,functions.SGD,functions.SPegasos,lazy.kNN,rules.RuleClassifier,trees.HoeffdingAdaptiveTree,trees.HoeffdingOptionTree,trees.HoeffdingTree,trees.RandomHoeffdingTree
moa.StackingAttemptV2_NaiveBayes(1)_mmoa.classifiers.bayes.NaiveBayes
moa.StackingAttemptV2_NaiveBayes(1)_cfalse
moa.StackingAttemptV2_NaiveBayes(1)_hfalse

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
0.8469
Per class
Confusion matrix
F measure
0.829
Per class
Kappa
0.6642
KB relative information score
65410.45
Mean absolute error
0.1681
Mean prior absolute error
0.5
Number of instances
98528
Per class
Precision
0.8581
Per class
Predictive accuracy
0.8321
Prior entropy
1
Recall
0.8321
Per class
Relative absolute error
0.3362
Root mean prior squared error
0.5
Root mean squared error
0.4081
Root relative squared error
0.8162