Run
528105

Run 528105

Task 7315 (Supervised Data Stream Classification) codrnaNorm 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
0.9754
Per class
Confusion matrix
F measure
0.9344
Per class
Kappa
0.8512
KB relative information score
369961.3492
Mean absolute error
0.1372
Mean prior absolute error
0.5
Number of instances
488565
Per class
Precision
0.9352
Per class
Predictive accuracy
0.9351
Prior entropy
1
Recall
0.9351
Per class
Relative absolute error
0.2743
Root mean prior squared error
0.5
Root mean squared error
0.2272
Root relative squared error
0.4543