Run
570744

Run 570744

Task 190 (Supervised Data Stream Classification) Hyperplane_10_1E-3 Uploaded 03-05-2016 by Jan van Rijn
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Flow

moa.BlastDecayed(1)Moa implementation of BlastDecayed
moa.BlastDecayed(1)_a0.99
moa.BlastDecayed(1)_bbayes.NaiveBayes,functions.Perceptron,functions.SGD,lazy.kNN,rules.RuleClassifier,trees.HoeffdingTree,trees.RandomHoeffdingTree
moa.BlastDecayed(1)_g1
moa.BlastDecayed(1)_k1
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
0.9183
Per class
Confusion matrix
F measure
0.9183
Per class
Kappa
0.8366
KB relative information score
906970.2723
Mean absolute error
0.0327
Mean prior absolute error
0.32
Number of instances
1000000
Per class
Precision
0.9183
Per class
Predictive accuracy
0.9183
Prior entropy
2.3219
Recall
0.9183
Per class
Relative absolute error
0.1021
Root mean prior squared error
0.4
Root mean squared error
0.1808
Root relative squared error
0.4519