Run
1835834

Run 1835834

Task 125960 (Supervised Data Stream Classification) 20_newsgroups.drift Uploaded 27-10-2016 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.BlastWindowed(2)Moa implementation of BlastWindowed
moa.BlastWindowed(2)_w1000
moa.BlastWindowed(2)_bbayes.NaiveBayes,functions.Perceptron,functions.SGD,lazy.kNN,rules.RuleClassifier,trees.HoeffdingOptionTree,trees.RandomHoeffdingTree
moa.BlastWindowed(2)_g1000
moa.BlastWindowed(2)_k1
moa.BlastWindowed(2)_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
0.9597
Per class
Confusion matrix
F measure
0.9955
Per class
Kappa
0.9516
KB relative information score
396390
Mean absolute error
0.0044
Mean prior absolute error
0.5
Number of instances
399940
Per class
Precision
0.9955
Per class
Predictive accuracy
0.9956
Prior entropy
1
Recall
0.9956
Per class
Relative absolute error
0.0089
Root mean prior squared error
0.5
Root mean squared error
0.0666
Root relative squared error
0.1332