Run
1837949

Run 1837949

Task 195 (Supervised Data Stream Classification) RandomRBF_10_1E-3 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)_k6
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
0.9475
Per class
Confusion matrix
F measure
0.7979
Per class
Kappa
0.7405
KB relative information score
700448.8904
Mean absolute error
0.1253
Mean prior absolute error
0.32
Number of instances
1000000
Per class
Precision
0.8072
Per class
Predictive accuracy
0.8019
Prior entropy
2.3219
Recall
0.8019
Per class
Relative absolute error
0.3917
Root mean prior squared error
0.4
Root mean squared error
0.244
Root relative squared error
0.6101