Run
572360

Run 572360

Task 6707 (Supervised Data Stream Classification) BNG(wine) Uploaded 08-05-2016 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)_a0.9
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
0.9397
Per class
Confusion matrix
F measure
0.9213
Per class
Kappa
0.8805
KB relative information score
892285.6602
Mean absolute error
0.0525
Mean prior absolute error
0.4444
Number of instances
1000000
Per class
Precision
0.9213
Per class
Predictive accuracy
0.9213
Prior entropy
1.585
Recall
0.9213
Per class
Relative absolute error
0.118
Root mean prior squared error
0.4714
Root mean squared error
0.229
Root relative squared error
0.4858