Run
1836880

Run 1836880

Task 2159 (Supervised Data Stream Classification) BNG(dermatology) Uploaded 28-10-2016 by Jan van Rijn
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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)_k5
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
0.9965
Per class
Confusion matrix
F measure
0.9808
Per class
Kappa
0.976
KB relative information score
930109.6795
Mean absolute error
0.0327
Mean prior absolute error
0.2778
Number of instances
1000000
Per class
Precision
0.9811
Per class
Predictive accuracy
0.9808
Prior entropy
2.585
Recall
0.9808
Per class
Relative absolute error
0.1177
Root mean prior squared error
0.3727
Root mean squared error
0.1026
Root relative squared error
0.2753