Run
543200

Run 543200

Task 195 (Supervised Data Stream Classification) RandomRBF_10_1E-3 Uploaded 24-03-2016 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)_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
0.9249
Per class
Confusion matrix
F measure
0.8831
Per class
Kappa
0.8492
KB relative information score
867188.2275
Mean absolute error
0.0467
Mean prior absolute error
0.32
Number of instances
1000000
Per class
Precision
0.8837
Per class
Predictive accuracy
0.8834
Prior entropy
2.3219
Recall
0.8834
Per class
Relative absolute error
0.1458
Root mean prior squared error
0.4
Root mean squared error
0.216
Root relative squared error
0.54