Run
543499

Run 543499

Task 190 (Supervised Data Stream Classification) Hyperplane_10_1E-3 Uploaded 25-03-2016 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)_k4
moa.BlastDecayed(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
0.9203
Per class
Confusion matrix
F measure
0.859
Per class
Kappa
0.7192
KB relative information score
835679.9755
Mean absolute error
0.0696
Mean prior absolute error
0.32
Number of instances
1000000
Per class
Precision
0.8656
Per class
Predictive accuracy
0.8596
Prior entropy
2.3219
Recall
0.8596
Per class
Relative absolute error
0.2177
Root mean prior squared error
0.4
Root mean squared error
0.2045
Root relative squared error
0.5112