Run
1837762

Run 1837762

Task 195 (Supervised Data Stream Classification) RandomRBF_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)_k3
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
0.9525
Per class
Confusion matrix
F measure
0.8465
Per class
Kappa
0.8017
KB relative information score
797281.9124
Mean absolute error
0.0838
Mean prior absolute error
0.32
Number of instances
1000000
Per class
Precision
0.847
Per class
Predictive accuracy
0.8473
Prior entropy
2.3219
Recall
0.8473
Per class
Relative absolute error
0.2618
Root mean prior squared error
0.4
Root mean squared error
0.2189
Root relative squared error
0.5473