Run
1835091

Run 1835091

Task 7285 (Supervised Data Stream Classification) BNG(JapaneseVowels) Uploaded 26-10-2016 by Jan van Rijn
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Flow

moa.BlastWindowed(2)Moa implementation of BlastWindowed
moa.BlastWindowed(2)_w100
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
0.8783
Per class
Confusion matrix
F measure
0.7831
Per class
Kappa
0.756
KB relative information score
773303.1079
Mean absolute error
0.0478
Mean prior absolute error
0.1975
Number of instances
1000000
Per class
Precision
0.7823
Per class
Predictive accuracy
0.7848
Prior entropy
3.1699
Recall
0.7848
Per class
Relative absolute error
0.2421
Root mean prior squared error
0.3143
Root mean squared error
0.2187
Root relative squared error
0.6958