Run
543187

Run 543187

Task 196 (Supervised Data Stream Classification) RandomRBF_10_1E-4 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)_k2
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
0.9503
Per class
Confusion matrix
F measure
0.8427
Per class
Kappa
0.798
KB relative information score
845161.2427
Mean absolute error
0.0629
Mean prior absolute error
0.32
Number of instances
1000000
Per class
Precision
0.8528
Per class
Predictive accuracy
0.8434
Prior entropy
2.3219
Recall
0.8434
Per class
Relative absolute error
0.1967
Root mean prior squared error
0.4
Root mean squared error
0.205
Root relative squared error
0.5126