Run
1836786

Run 1836786

Task 189 (Supervised Data Stream Classification) covertype 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)_k4
moa.BlastDecayed(9)_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
0.962
Per class
Confusion matrix
F measure
0.8722
Per class
Kappa
0.7981
KB relative information score
502007.2949
Mean absolute error
0.0504
Mean prior absolute error
0.2449
Number of instances
581012
Per class
Precision
0.8764
Per class
Predictive accuracy
0.8763
Prior entropy
2.8074
Recall
0.8763
Per class
Relative absolute error
0.206
Root mean prior squared error
0.3499
Root mean squared error
0.1611
Root relative squared error
0.4604