Run
524491

Run 524491

Task 7316 (Supervised Data Stream Classification) vehicleNorm Uploaded 17-02-2016 by Joaquin Vanschoren
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Flow

moa.BLAST(2)Moa implementation of BLAST
moa.BLAST(2)_bbayes.NaiveBayes,functions.Perceptron,functions.SGD,functions.SPegasos,lazy.kNN,rules.RuleClassifier,trees.HoeffdingAdaptiveTree,trees.HoeffdingOptionTree,trees.HoeffdingTree,trees.RandomHoeffdingTree
moa.BLAST(2)_w1000

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
0.8679
Per class
Confusion matrix
F measure
0.8439
Per class
Kappa
0.689
KB relative information score
66763.834
Mean absolute error
0.1624
Mean prior absolute error
0.5
Number of instances
98528
Per class
Precision
0.8497
Per class
Predictive accuracy
0.8445
Prior entropy
1
Recall
0.8445
Per class
Relative absolute error
0.3249
Root mean prior squared error
0.5
Root mean squared error
0.3841
Root relative squared error
0.7681