Run
1836800

Run 1836800

Task 195 (Supervised Data Stream Classification) RandomRBF_10_1E-3 Uploaded 28-10-2016 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)_k4
moa.BlastDecayed(9)_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
0.9433
Per class
Confusion matrix
F measure
0.8008
Per class
Kappa
0.7443
KB relative information score
733626.7
Mean absolute error
0.1092
Mean prior absolute error
0.32
Number of instances
1000000
Per class
Precision
0.8076
Per class
Predictive accuracy
0.8043
Prior entropy
2.3219
Recall
0.8043
Per class
Relative absolute error
0.3411
Root mean prior squared error
0.4
Root mean squared error
0.239
Root relative squared error
0.5974