Run
1836743

Run 1836743

Task 196 (Supervised Data Stream Classification) RandomRBF_10_1E-4 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
0.9553
Per class
Confusion matrix
F measure
0.8458
Per class
Kappa
0.8004
KB relative information score
806844.6016
Mean absolute error
0.0803
Mean prior absolute error
0.32
Number of instances
1000000
Per class
Precision
0.8486
Per class
Predictive accuracy
0.8463
Prior entropy
2.3219
Recall
0.8463
Per class
Relative absolute error
0.2509
Root mean prior squared error
0.4
Root mean squared error
0.2129
Root relative squared error
0.5323