Run
1835562

Run 1835562

Task 2129 (Supervised Data Stream Classification) BNG(labor) Uploaded 26-10-2016 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)_g100
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
0.9328
Per class
Confusion matrix
F measure
0.9412
Per class
Kappa
0.871
KB relative information score
882838
Mean absolute error
0.0586
Mean prior absolute error
0.5
Number of instances
1000000
Per class
Precision
0.9412
Per class
Predictive accuracy
0.9414
Prior entropy
1
Recall
0.9414
Per class
Relative absolute error
0.1172
Root mean prior squared error
0.5
Root mean squared error
0.242
Root relative squared error
0.4841