Run
543427

Run 543427

Task 190 (Supervised Data Stream Classification) Hyperplane_10_1E-3 Uploaded 24-03-2016 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(1)Moa implementation of BlastDecayed
moa.BlastDecayed(1)_a0.999
moa.BlastDecayed(1)_bbayes.NaiveBayes,functions.Perceptron,functions.SGD,lazy.kNN,rules.RuleClassifier,trees.HoeffdingTree,trees.RandomHoeffdingTree
moa.BlastDecayed(1)_g1
moa.BlastDecayed(1)_k3
moa.BlastDecayed(1)_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
0.9256
Per class
Confusion matrix
F measure
0.8902
Per class
Kappa
0.7804
KB relative information score
855681.6943
Mean absolute error
0.0609
Mean prior absolute error
0.32
Number of instances
1000000
Per class
Precision
0.8904
Per class
Predictive accuracy
0.8902
Prior entropy
2.3219
Recall
0.8902
Per class
Relative absolute error
0.1904
Root mean prior squared error
0.4
Root mean squared error
0.1959
Root relative squared error
0.4898