Run
528207

Run 528207

Task 122 (Supervised Data Stream Classification) BNG(kr-vs-kp) 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
0.9696
Per class
Confusion matrix
F measure
0.9388
Per class
Kappa
0.8774
KB relative information score
749271.8913
Mean absolute error
0.1412
Mean prior absolute error
0.5
Number of instances
1000000
Per class
Precision
0.9389
Per class
Predictive accuracy
0.9388
Prior entropy
1
Recall
0.9388
Per class
Relative absolute error
0.2825
Root mean prior squared error
0.5
Root mean squared error
0.2372
Root relative squared error
0.4744