Run
543968

Run 543968

Task 196 (Supervised Data Stream Classification) RandomRBF_10_1E-4 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)_k6
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
0.9554
Per class
Confusion matrix
F measure
0.824
Per class
Kappa
0.7722
KB relative information score
715856.1282
Mean absolute error
0.1216
Mean prior absolute error
0.32
Number of instances
1000000
Per class
Precision
0.8303
Per class
Predictive accuracy
0.8257
Prior entropy
2.3219
Recall
0.8257
Per class
Relative absolute error
0.3799
Root mean prior squared error
0.4
Root mean squared error
0.2349
Root relative squared error
0.5872