Run
543735

Run 543735

Task 7317 (Supervised Data Stream Classification) AirlinesCodrnaAdult Uploaded 27-03-2016 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)_k7
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
0.8244
Per class
Confusion matrix
F measure
0.7543
Per class
Kappa
0.501
KB relative information score
407086.1134
Mean absolute error
0.3228
Mean prior absolute error
0.5
Number of instances
1076790
Per class
Precision
0.7542
Per class
Predictive accuracy
0.7545
Prior entropy
1
Recall
0.7545
Per class
Relative absolute error
0.6457
Root mean prior squared error
0.5
Root mean squared error
0.4096
Root relative squared error
0.8193