Run
544119

Run 544119

Task 2159 (Supervised Data Stream Classification) BNG(dermatology) Uploaded 30-03-2016 by Jan van Rijn
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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)_ptrue

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
0.9953
Per class
Confusion matrix
F measure
0.986
Per class
Kappa
0.9825
KB relative information score
979381.7665
Mean absolute error
0.008
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
0.0287
Root mean prior squared error
0.3727
Root mean squared error
0.0693
Root relative squared error
0.186