Run
1836691

Run 1836691

Task 194 (Supervised Data Stream Classification) RandomRBF_0_0 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)_k2
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
0.9542
Per class
Confusion matrix
F measure
0.8595
Per class
Kappa
0.8193
KB relative information score
861801.4485
Mean absolute error
0.0557
Mean prior absolute error
0.32
Number of instances
1000000
Per class
Precision
0.869
Per class
Predictive accuracy
0.8599
Prior entropy
2.3219
Recall
0.8599
Per class
Relative absolute error
0.174
Root mean prior squared error
0.4
Root mean squared error
0.195
Root relative squared error
0.4876