Run
1838012

Run 1838012

Task 196 (Supervised Data Stream Classification) RandomRBF_10_1E-4 Uploaded 29-10-2016 by Jan van Rijn
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Flow

moa.BlastDecayed(9)Moa implementation of BlastDecayed
moa.BlastDecayed(9)_a0.999
moa.BlastDecayed(9)_bbayes.NaiveBayes,functions.Perceptron,functions.SGD,lazy.kNN,rules.RuleClassifier,trees.HoeffdingOptionTree,trees.RandomHoeffdingTree
moa.BlastDecayed(9)_g1
moa.BlastDecayed(9)_k7
moa.BlastDecayed(9)_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
0.9559
Per class
Confusion matrix
F measure
0.8286
Per class
Kappa
0.7783
KB relative information score
702631.0306
Mean absolute error
0.1288
Mean prior absolute error
0.32
Number of instances
1000000
Per class
Precision
0.8344
Per class
Predictive accuracy
0.83
Prior entropy
2.3219
Recall
0.83
Per class
Relative absolute error
0.4026
Root mean prior squared error
0.4
Root mean squared error
0.2348
Root relative squared error
0.5869