Run
1835819

Run 1835819

Task 2166 (Supervised Data Stream Classification) BNG(vowel) Uploaded 27-10-2016 by Jan van Rijn
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Flow

moa.BlastDecayed(9)Moa implementation of BlastDecayed
moa.BlastDecayed(9)_a0.99
moa.BlastDecayed(9)_bbayes.NaiveBayes,functions.Perceptron,functions.SGD,lazy.kNN,rules.RuleClassifier,trees.HoeffdingOptionTree,trees.RandomHoeffdingTree
moa.BlastDecayed(9)_g1
moa.BlastDecayed(9)_k1
moa.BlastDecayed(9)_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
0.7065
Per class
Kappa
0.6776
KB relative information score
695259.3853
Mean absolute error
0.0533
Mean prior absolute error
0.1653
Number of instances
1000000
Per class
Precision
0.7063
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
0.2308
Root relative squared error
0.803