Run
1836789

Run 1836789

Task 190 (Supervised Data Stream Classification) Hyperplane_10_1E-3 Uploaded 28-10-2016 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.BlastDecayed(9)Moa implementation of BlastDecayed
moa.BlastDecayed(9)_a0.999
moa.BlastDecayed(9)_bbayes.NaiveBayes,functions.Perceptron,functions.SGD,lazy.kNN,rules.RuleClassifier,trees.HoeffdingOptionTree,trees.RandomHoeffdingTree
moa.BlastDecayed(9)_g1
moa.BlastDecayed(9)_k4
moa.BlastDecayed(9)_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
0.9209
Per class
Confusion matrix
F measure
0.8609
Per class
Kappa
0.7229
KB relative information score
837589.7758
Mean absolute error
0.0687
Mean prior absolute error
0.32
Number of instances
1000000
Per class
Precision
0.867
Per class
Predictive accuracy
0.8614
Prior entropy
2.3219
Recall
0.8614
Per class
Relative absolute error
0.2147
Root mean prior squared error
0.4
Root mean squared error
0.2037
Root relative squared error
0.5092