Run
1837952

Run 1837952

Task 194 (Supervised Data Stream Classification) RandomRBF_0_0 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)_k6
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
0.9589
Per class
Confusion matrix
F measure
0.852
Per class
Kappa
0.8072
KB relative information score
729360.5869
Mean absolute error
0.1192
Mean prior absolute error
0.32
Number of instances
1000000
Per class
Precision
0.8548
Per class
Predictive accuracy
0.8519
Prior entropy
2.3219
Recall
0.8519
Per class
Relative absolute error
0.3725
Root mean prior squared error
0.4
Root mean squared error
0.2279
Root relative squared error
0.5697