Run
1836740

Run 1836740

Task 195 (Supervised Data Stream Classification) RandomRBF_10_1E-3 Uploaded 27-10-2016 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)_k3
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
0.9466
Per class
Confusion matrix
F measure
0.8113
Per class
Kappa
0.7579
KB relative information score
785052.5866
Mean absolute error
0.0877
Mean prior absolute error
0.32
Number of instances
1000000
Per class
Precision
0.818
Per class
Predictive accuracy
0.8143
Prior entropy
2.3219
Recall
0.8143
Per class
Relative absolute error
0.2742
Root mean prior squared error
0.4
Root mean squared error
0.2262
Root relative squared error
0.5655