Run
524471

Run 524471

Task 188 (Supervised Data Stream Classification) CovPokElec 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
0.9407
Per class
Confusion matrix
F measure
0.8455
Per class
Kappa
0.7418
KB relative information score
1240586.6614
Mean absolute error
0.0406
Mean prior absolute error
0.18
Number of instances
1455525
Per class
Precision
0.8471
Per class
Predictive accuracy
0.8488
Prior entropy
3.3219
Recall
0.8488
Per class
Relative absolute error
0.2258
Root mean prior squared error
0.3
Root mean squared error
0.1503
Root relative squared error
0.5011