Run
1838011

Run 1838011

Task 195 (Supervised Data Stream Classification) RandomRBF_10_1E-3 Uploaded 29-10-2016 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)_ptrue

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
0.9476
Per class
Confusion matrix
F measure
0.7986
Per class
Kappa
0.7418
KB relative information score
683430.1611
Mean absolute error
0.1338
Mean prior absolute error
0.32
Number of instances
1000000
Per class
Precision
0.808
Per class
Predictive accuracy
0.8027
Prior entropy
2.3219
Recall
0.8027
Per class
Relative absolute error
0.4181
Root mean prior squared error
0.4
Root mean squared error
0.245
Root relative squared error
0.6125