Run
571423

Run 571423

Task 2165 (Supervised Data Stream Classification) BNG(hepatitis) Uploaded 04-05-2016 by Jan van Rijn
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Flow

moa.BlastWindowed(1)Moa implementation of BlastWindowed
moa.BlastWindowed(1)_w10000
moa.BlastWindowed(1)_bbayes.NaiveBayes,functions.Perceptron,functions.SGD,lazy.kNN,rules.RuleClassifier,trees.HoeffdingTree,trees.RandomHoeffdingTree
moa.BlastWindowed(1)_g1
moa.BlastWindowed(1)_k1
moa.BlastWindowed(1)_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
0.853
Per class
Confusion matrix
F measure
0.9136
Per class
Kappa
0.7328
KB relative information score
830450
Mean absolute error
0.0848
Mean prior absolute error
0.5
Number of instances
1000000
Per class
Precision
0.913
Per class
Predictive accuracy
0.9152
Prior entropy
1
Recall
0.9152
Per class
Relative absolute error
0.1696
Root mean prior squared error
0.5
Root mean squared error
0.2912
Root relative squared error
0.5823