Run
543734

Run 543734

Task 195 (Supervised Data Stream Classification) RandomRBF_10_1E-3 Uploaded 27-03-2016 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)_k7
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
0.9362
Per class
Confusion matrix
F measure
0.7505
Per class
Kappa
0.6859
KB relative information score
604799.0467
Mean absolute error
0.1661
Mean prior absolute error
0.32
Number of instances
1000000
Per class
Precision
0.7748
Per class
Predictive accuracy
0.7598
Prior entropy
2.3219
Recall
0.7598
Per class
Relative absolute error
0.5191
Root mean prior squared error
0.4
Root mean squared error
0.2712
Root relative squared error
0.6781