Run
570723

Run 570723

Task 196 (Supervised Data Stream Classification) RandomRBF_10_1E-4 Uploaded 03-05-2016 by Jan van Rijn
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Flow

moa.BlastDecayed(1)Moa implementation of BlastDecayed
moa.BlastDecayed(1)_a0.9
moa.BlastDecayed(1)_bbayes.NaiveBayes,functions.Perceptron,functions.SGD,lazy.kNN,rules.RuleClassifier,trees.HoeffdingTree,trees.RandomHoeffdingTree
moa.BlastDecayed(1)_g1
moa.BlastDecayed(1)_k1
moa.BlastDecayed(1)_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
0.9199
Per class
Confusion matrix
F measure
0.8758
Per class
Kappa
0.8396
KB relative information score
858852.1936
Mean absolute error
0.0496
Mean prior absolute error
0.32
Number of instances
1000000
Per class
Precision
0.876
Per class
Predictive accuracy
0.876
Prior entropy
2.3219
Recall
0.876
Per class
Relative absolute error
0.155
Root mean prior squared error
0.4
Root mean squared error
0.2227
Root relative squared error
0.5567