Run
1836801

Run 1836801

Task 197 (Supervised Data Stream Classification) RandomRBF_50_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
0.8435
Per class
Confusion matrix
F measure
0.5271
Per class
Kappa
0.3956
KB relative information score
474973.8567
Mean absolute error
0.2056
Mean prior absolute error
0.32
Number of instances
1000000
Per class
Precision
0.6305
Per class
Predictive accuracy
0.5544
Prior entropy
2.3219
Recall
0.5544
Per class
Relative absolute error
0.6426
Root mean prior squared error
0.4
Root mean squared error
0.3401
Root relative squared error
0.8503