Run
1835801

Run 1835801

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)_a0.99
moa.BlastDecayed(9)_bbayes.NaiveBayes,functions.Perceptron,functions.SGD,lazy.kNN,rules.RuleClassifier,trees.HoeffdingOptionTree,trees.RandomHoeffdingTree
moa.BlastDecayed(9)_g1
moa.BlastDecayed(9)_k1
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
0.9248
Per class
Confusion matrix
F measure
0.8831
Per class
Kappa
0.8491
KB relative information score
867110.7995
Mean absolute error
0.0467
Mean prior absolute error
0.32
Number of instances
1000000
Per class
Precision
0.8836
Per class
Predictive accuracy
0.8833
Prior entropy
2.3219
Recall
0.8833
Per class
Relative absolute error
0.1459
Root mean prior squared error
0.4
Root mean squared error
0.2161
Root relative squared error
0.5402