Run
528990

Run 528990

Task 2154 (Supervised Data Stream Classification) BNG(credit-a) Uploaded 03-03-2016 by Joaquin Vanschoren
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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.HoeffdingOptionTree,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
0.8786
Per class
Confusion matrix
F measure
0.8794
Per class
Kappa
0.7562
KB relative information score
758684
Mean absolute error
0.1207
Mean prior absolute error
0.5
Number of instances
1000000
Per class
Precision
0.8796
Per class
Predictive accuracy
0.8793
Prior entropy
1
Recall
0.8793
Per class
Relative absolute error
0.2413
Root mean prior squared error
0.5
Root mean squared error
0.3474
Root relative squared error
0.6947