Run
528086

Run 528086

Task 2229 (Supervised Data Stream Classification) BNG(tic-tac-toe) 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
0.7196
Per class
Confusion matrix
F measure
0.6298
Per class
Kappa
0.1855
KB relative information score
6668.5164
Mean absolute error
0.4308
Mean prior absolute error
0.5
Number of instances
39366
Per class
Precision
0.7088
Per class
Predictive accuracy
0.6954
Prior entropy
1
Recall
0.6954
Per class
Relative absolute error
0.8615
Root mean prior squared error
0.5
Root mean squared error
0.4515
Root relative squared error
0.9031