Run
1835761

Run 1835761

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)_a0.9
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
0.8363
Per class
Confusion matrix
F measure
0.702
Per class
Kappa
0.6727
KB relative information score
690599.2374
Mean absolute error
0.0541
Mean prior absolute error
0.1653
Number of instances
1000000
Per class
Precision
0.7018
Per class
Predictive accuracy
0.7024
Prior entropy
3.4594
Recall
0.7024
Per class
Relative absolute error
0.3273
Root mean prior squared error
0.2875
Root mean squared error
0.2326
Root relative squared error
0.8091