Run
1838007

Run 1838007

Task 198 (Supervised Data Stream Classification) RandomRBF_50_1E-4 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
0.9361
Per class
Confusion matrix
F measure
0.7558
Per class
Kappa
0.6827
KB relative information score
588964.0443
Mean absolute error
0.1769
Mean prior absolute error
0.32
Number of instances
1000000
Per class
Precision
0.7787
Per class
Predictive accuracy
0.7596
Prior entropy
2.3219
Recall
0.7596
Per class
Relative absolute error
0.5527
Root mean prior squared error
0.4
Root mean squared error
0.2767
Root relative squared error
0.6917