Run
1835742

Run 1835742

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)_a0.9
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
0.92
Per class
Confusion matrix
F measure
0.8759
Per class
Kappa
0.8398
KB relative information score
858986.554
Mean absolute error
0.0495
Mean prior absolute error
0.32
Number of instances
1000000
Per class
Precision
0.8761
Per class
Predictive accuracy
0.8762
Prior entropy
2.3219
Recall
0.8762
Per class
Relative absolute error
0.1548
Root mean prior squared error
0.4
Root mean squared error
0.2226
Root relative squared error
0.5564