Run
528216

Run 528216

Task 2152 (Supervised Data Stream Classification) BNG(colic.ORIG) Uploaded 24-02-2016 by Joaquin Vanschoren
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Flow

moa.StackingAttempt_SGD(1)Moa implementation of StackingAttempt
moa.StackingAttempt_SGD(1)_bbayes.NaiveBayes,functions.Perceptron,functions.SGD,functions.SPegasos,lazy.kNN,rules.RuleClassifier,trees.HoeffdingOptionTree,trees.HoeffdingTree,trees.RandomHoeffdingTree
moa.StackingAttempt_SGD(1)_mmoa.classifiers.functions.SGD
moa.StackingAttempt_SGD(1)_cfalse
moa.SGD(2)_l1.0E-4
moa.SGD(2)_r1.0E-4
moa.SGD(2)_oLOGLOSS

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
0.7976
Per class
Confusion matrix
F measure
0.6688
Per class
Kappa
0.2562
KB relative information score
414692.1188
Mean absolute error
0.2992
Mean prior absolute error
0.5
Number of instances
1000000
Per class
Precision
0.7713
Per class
Predictive accuracy
0.728
Prior entropy
1
Recall
0.728
Per class
Relative absolute error
0.5983
Root mean prior squared error
0.5
Root mean squared error
0.4418
Root relative squared error
0.8837