Run
570687

Run 570687

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)_a0.9
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
0.8972
Per class
Confusion matrix
F measure
0.8972
Per class
Kappa
0.7945
KB relative information score
882981.2597
Mean absolute error
0.0411
Mean prior absolute error
0.32
Number of instances
1000000
Per class
Precision
0.8973
Per class
Predictive accuracy
0.8972
Prior entropy
2.3219
Recall
0.8972
Per class
Relative absolute error
0.1285
Root mean prior squared error
0.4
Root mean squared error
0.2028
Root relative squared error
0.5069