Run
1835750

Run 1835750

Task 6707 (Supervised Data Stream Classification) BNG(wine) 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
0.9489
Per class
Confusion matrix
F measure
0.9331
Per class
Kappa
0.8985
KB relative information score
908465.3324
Mean absolute error
0.0446
Mean prior absolute error
0.4444
Number of instances
1000000
Per class
Precision
0.9331
Per class
Predictive accuracy
0.9331
Prior entropy
1.585
Recall
0.9331
Per class
Relative absolute error
0.1003
Root mean prior squared error
0.4714
Root mean squared error
0.2111
Root relative squared error
0.4479