Run
524473

Run 524473

Task 2244 (Supervised Data Stream Classification) adult Uploaded 17-02-2016 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.BLAST(2)Moa implementation of BLAST
moa.BLAST(2)_bbayes.NaiveBayes,functions.Perceptron,functions.SGD,functions.SPegasos,lazy.kNN,rules.RuleClassifier,trees.HoeffdingAdaptiveTree,trees.HoeffdingOptionTree,trees.HoeffdingTree,trees.RandomHoeffdingTree
moa.BLAST(2)_w1000

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
0.8757
Per class
Confusion matrix
F measure
0.8388
Per class
Kappa
0.5476
KB relative information score
29645.5182
Mean absolute error
0.2064
Mean prior absolute error
0.5
Number of instances
48842
Per class
Precision
0.837
Per class
Predictive accuracy
0.8427
Prior entropy
1
Recall
0.8427
Per class
Relative absolute error
0.4129
Root mean prior squared error
0.5
Root mean squared error
0.3401
Root relative squared error
0.6801