Run
543872

Run 543872

Task 197 (Supervised Data Stream Classification) RandomRBF_50_1E-3 Uploaded 29-03-2016 by Jan van Rijn
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Flow

moa.BlastDecayed(1)Moa implementation of BlastDecayed
moa.BlastDecayed(1)_a0.999
moa.BlastDecayed(1)_bbayes.NaiveBayes,functions.Perceptron,functions.SGD,lazy.kNN,rules.RuleClassifier,trees.HoeffdingTree,trees.RandomHoeffdingTree
moa.BlastDecayed(1)_g1
moa.BlastDecayed(1)_k6
moa.BlastDecayed(1)_ptrue

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
0.8947
Per class
Confusion matrix
F measure
0.5985
Per class
Kappa
0.4827
KB relative information score
530400.1421
Mean absolute error
0.1955
Mean prior absolute error
0.32
Number of instances
1000000
Per class
Precision
0.6893
Per class
Predictive accuracy
0.618
Prior entropy
2.3219
Recall
0.618
Per class
Relative absolute error
0.6111
Root mean prior squared error
0.4
Root mean squared error
0.3143
Root relative squared error
0.7858