Run
1835521

Run 1835521

Task 2166 (Supervised Data Stream Classification) BNG(vowel) Uploaded 26-10-2016 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)_g10
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
0.8388
Per class
Confusion matrix
F measure
0.7064
Per class
Kappa
0.6776
KB relative information score
695233.3917
Mean absolute error
0.0533
Mean prior absolute error
0.1653
Number of instances
1000000
Per class
Precision
0.7062
Per class
Predictive accuracy
0.7069
Prior entropy
3.4594
Recall
0.7069
Per class
Relative absolute error
0.3224
Root mean prior squared error
0.2875
Root mean squared error
0.2309
Root relative squared error
0.803