Run
544038

Run 544038

Task 190 (Supervised Data Stream Classification) Hyperplane_10_1E-3 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)_k4
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
0.93
Per class
Confusion matrix
F measure
0.9007
Per class
Kappa
0.8014
KB relative information score
841901.7332
Mean absolute error
0.0675
Mean prior absolute error
0.32
Number of instances
1000000
Per class
Precision
0.9008
Per class
Predictive accuracy
0.9007
Prior entropy
2.3219
Recall
0.9007
Per class
Relative absolute error
0.211
Root mean prior squared error
0.4
Root mean squared error
0.2001
Root relative squared error
0.5003