Run
543864

Run 543864

Task 7309 (Supervised Data Stream Classification) Agrawal1 Uploaded 29-03-2016 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)_k6
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
0.9712
Per class
Confusion matrix
F measure
0.8527
Per class
Kappa
0.6555
KB relative information score
620769.2435
Mean absolute error
0.1956
Mean prior absolute error
0.5
Number of instances
1000000
Per class
Precision
0.8798
Per class
Predictive accuracy
0.863
Prior entropy
1
Recall
0.863
Per class
Relative absolute error
0.3912
Root mean prior squared error
0.5
Root mean squared error
0.3201
Root relative squared error
0.6401