Run
571343

Run 571343

Task 185 (Supervised Data Stream Classification) BNG(ionosphere) Uploaded 03-05-2016 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.BlastWindowed(1)Moa implementation of BlastWindowed
moa.BlastWindowed(1)_w100
moa.BlastWindowed(1)_bbayes.NaiveBayes,functions.Perceptron,functions.SGD,lazy.kNN,rules.RuleClassifier,trees.HoeffdingTree,trees.RandomHoeffdingTree
moa.BlastWindowed(1)_g1
moa.BlastWindowed(1)_k1
moa.BlastWindowed(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
0.936
Per class
Confusion matrix
F measure
0.9411
Per class
Kappa
0.872
KB relative information score
882232
Mean absolute error
0.0589
Mean prior absolute error
0.5
Number of instances
1000000
Per class
Precision
0.9411
Per class
Predictive accuracy
0.9411
Prior entropy
1
Recall
0.9411
Per class
Relative absolute error
0.1178
Root mean prior squared error
0.5
Root mean squared error
0.2427
Root relative squared error
0.4853