Run
1834990

Run 1834990

Task 2159 (Supervised Data Stream Classification) BNG(dermatology) Uploaded 25-10-2016 by Jan van Rijn
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Flow

moa.BlastWindowed(2)Moa implementation of BlastWindowed
moa.BlastWindowed(2)_w10
moa.BlastWindowed(2)_bbayes.NaiveBayes,functions.Perceptron,functions.SGD,lazy.kNN,rules.RuleClassifier,trees.HoeffdingOptionTree,trees.RandomHoeffdingTree
moa.BlastWindowed(2)_g1
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
0.9904
Per class
Confusion matrix
F measure
0.9839
Per class
Kappa
0.9798
KB relative information score
982247.412
Mean absolute error
0.0054
Mean prior absolute error
0.2778
Number of instances
1000000
Per class
Precision
0.9839
Per class
Predictive accuracy
0.9839
Prior entropy
2.585
Recall
0.9839
Per class
Relative absolute error
0.0193
Root mean prior squared error
0.3727
Root mean squared error
0.0733
Root relative squared error
0.1967