Run
1837873

Run 1837873

Task 191 (Supervised Data Stream Classification) Hyperplane_10_1E-4 Uploaded 29-10-2016 by Jan van Rijn
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Flow

moa.BlastDecayed(9)Moa implementation of BlastDecayed
moa.BlastDecayed(9)_a0.999
moa.BlastDecayed(9)_bbayes.NaiveBayes,functions.Perceptron,functions.SGD,lazy.kNN,rules.RuleClassifier,trees.HoeffdingOptionTree,trees.RandomHoeffdingTree
moa.BlastDecayed(9)_g1
moa.BlastDecayed(9)_k5
moa.BlastDecayed(9)_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
0.9463
Per class
Confusion matrix
F measure
0.92
Per class
Kappa
0.84
KB relative information score
889763.4479
Mean absolute error
0.0465
Mean prior absolute error
0.32
Number of instances
1000000
Per class
Precision
0.92
Per class
Predictive accuracy
0.92
Prior entropy
2.3219
Recall
0.92
Per class
Relative absolute error
0.1452
Root mean prior squared error
0.4
Root mean squared error
0.1689
Root relative squared error
0.4222