Run
524522

Run 524522

Task 2159 (Supervised Data Stream Classification) BNG(dermatology) Uploaded 17-02-2016 by Jan van Rijn
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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
0.9996
Per class
Confusion matrix
F measure
0.986
Per class
Kappa
0.9825
KB relative information score
982534.0098
Mean absolute error
0.0068
Mean prior absolute error
0.2778
Number of instances
1000000
Per class
Precision
0.986
Per class
Predictive accuracy
0.986
Prior entropy
2.585
Recall
0.986
Per class
Relative absolute error
0.0246
Root mean prior squared error
0.3727
Root mean squared error
0.0596
Root relative squared error
0.1598