Run
542955

Run 542955

Task 2166 (Supervised Data Stream Classification) BNG(vowel) Uploaded 24-03-2016 by Jan van Rijn
0 likes downloaded by 0 people 0 issues 0 downvotes , 0 total downloads
Issue #Downvotes for this reason By


Flow

moa.BlastDecayed(1)Moa implementation of BlastDecayed
moa.BlastDecayed(1)_a0.999
moa.BlastDecayed(1)_bbayes.NaiveBayes,functions.Perceptron,functions.SGD,lazy.kNN,rules.RuleClassifier,trees.HoeffdingTree,trees.RandomHoeffdingTree
moa.BlastDecayed(1)_g1
moa.BlastDecayed(1)_k1
moa.BlastDecayed(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
0.8331
Per class
Confusion matrix
F measure
0.696
Per class
Kappa
0.6661
KB relative information score
684392.9849
Mean absolute error
0.0552
Mean prior absolute error
0.1653
Number of instances
1000000
Per class
Precision
0.6957
Per class
Predictive accuracy
0.6965
Prior entropy
3.4594
Recall
0.6965
Per class
Relative absolute error
0.3339
Root mean prior squared error
0.2875
Root mean squared error
0.2349
Root relative squared error
0.8172