Run
543642

Run 543642

Task 195 (Supervised Data Stream Classification) RandomRBF_10_1E-3 Uploaded 26-03-2016 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)_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
0.9335
Per class
Confusion matrix
F measure
0.7606
Per class
Kappa
0.6954
KB relative information score
661969.5586
Mean absolute error
0.1384
Mean prior absolute error
0.32
Number of instances
1000000
Per class
Precision
0.7756
Per class
Predictive accuracy
0.768
Prior entropy
2.3219
Recall
0.768
Per class
Relative absolute error
0.4326
Root mean prior squared error
0.4
Root mean squared error
0.2628
Root relative squared error
0.657