Run
1834918

Run 1834918

Task 2151 (Supervised Data Stream Classification) BNG(cmc) Uploaded 25-10-2016 by Jan van Rijn
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Flow

moa.BlastWindowed(2)Moa implementation of BlastWindowed
moa.BlastWindowed(2)_w1000
moa.BlastWindowed(2)_bbayes.NaiveBayes,functions.Perceptron,functions.SGD,lazy.kNN,rules.RuleClassifier,trees.HoeffdingOptionTree,trees.RandomHoeffdingTree
moa.BlastWindowed(2)_g1
moa.BlastWindowed(2)_k1
moa.BlastWindowed(2)_pfalse

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
0.6331
Per class
Confusion matrix
F measure
0.5262
Per class
Kappa
0.2666
KB relative information score
19418.1451
Mean absolute error
0.3159
Mean prior absolute error
0.4444
Number of instances
55296
Per class
Precision
0.5264
Per class
Predictive accuracy
0.5261
Prior entropy
1.585
Recall
0.5261
Per class
Relative absolute error
0.7109
Root mean prior squared error
0.4714
Root mean squared error
0.5621
Root relative squared error
1.1924