Run
1835635

Run 1835635

Task 2159 (Supervised Data Stream Classification) BNG(dermatology) Uploaded 27-10-2016 by Jan van Rijn
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Flow

moa.BlastWindowed(2)Moa implementation of BlastWindowed
moa.BlastWindowed(2)_w1000
moa.BlastWindowed(2)_bbayes.NaiveBayes,functions.Perceptron,functions.SGD,lazy.kNN,rules.RuleClassifier,trees.HoeffdingOptionTree,trees.RandomHoeffdingTree
moa.BlastWindowed(2)_g1000
moa.BlastWindowed(2)_k1
moa.BlastWindowed(2)_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
0.9917
Per class
Confusion matrix
F measure
0.986
Per class
Kappa
0.9825
KB relative information score
984629.4077
Mean absolute error
0.0047
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
0.0167
Root mean prior squared error
0.3727
Root mean squared error
0.0682
Root relative squared error
0.183