Run
544158

Run 544158

Task 195 (Supervised Data Stream Classification) RandomRBF_10_1E-3 Uploaded 30-03-2016 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)_k2
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
0.9471
Per class
Confusion matrix
F measure
0.8831
Per class
Kappa
0.8492
KB relative information score
831688.4636
Mean absolute error
0.0687
Mean prior absolute error
0.32
Number of instances
1000000
Per class
Precision
0.8837
Per class
Predictive accuracy
0.8834
Prior entropy
2.3219
Recall
0.8834
Per class
Relative absolute error
0.2146
Root mean prior squared error
0.4
Root mean squared error
0.2132
Root relative squared error
0.533