Run
571263

Run 571263

Task 2166 (Supervised Data Stream Classification) BNG(vowel) Uploaded 03-05-2016 by Jan van Rijn
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Flow

moa.BlastWindowed(1)Moa implementation of BlastWindowed
moa.BlastWindowed(1)_w1
moa.BlastWindowed(1)_bbayes.NaiveBayes,functions.Perceptron,functions.SGD,lazy.kNN,rules.RuleClassifier,trees.HoeffdingTree,trees.RandomHoeffdingTree
moa.BlastWindowed(1)_g1
moa.BlastWindowed(1)_k1
moa.BlastWindowed(1)_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
0.6649
Per class
Confusion matrix
F measure
0.391
Per class
Kappa
0.3298
KB relative information score
366474.6113
Mean absolute error
0.1108
Mean prior absolute error
0.1653
Number of instances
1000000
Per class
Precision
0.396
Per class
Predictive accuracy
0.3907
Prior entropy
3.4594
Recall
0.3907
Per class
Relative absolute error
0.6702
Root mean prior squared error
0.2875
Root mean squared error
0.3328
Root relative squared error
1.1578