Run
1837016

Run 1837016

Task 200 (Supervised Data Stream Classification) SEA(50000) 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)_k7
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
0.8791
Per class
Confusion matrix
F measure
0.8631
Per class
Kappa
0.7089
KB relative information score
629827.6764
Mean absolute error
0.197
Mean prior absolute error
0.5
Number of instances
1000000
Per class
Precision
0.8642
Per class
Predictive accuracy
0.8645
Prior entropy
1
Recall
0.8645
Per class
Relative absolute error
0.3939
Root mean prior squared error
0.5
Root mean squared error
0.3413
Root relative squared error
0.6827