Run
1836859

Run 1836859

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)_k5
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
0.9399
Per class
Confusion matrix
F measure
0.7833
Per class
Kappa
0.7229
KB relative information score
692181.0812
Mean absolute error
0.1255
Mean prior absolute error
0.32
Number of instances
1000000
Per class
Precision
0.7925
Per class
Predictive accuracy
0.7883
Prior entropy
2.3219
Recall
0.7883
Per class
Relative absolute error
0.3922
Root mean prior squared error
0.4
Root mean squared error
0.2502
Root relative squared error
0.6254