Run
528113

Run 528113

Task 185 (Supervised Data Stream Classification) BNG(ionosphere) 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
0.9713
Per class
Confusion matrix
F measure
0.9323
Per class
Kappa
0.852
KB relative information score
751048.1178
Mean absolute error
0.1398
Mean prior absolute error
0.5
Number of instances
1000000
Per class
Precision
0.9327
Per class
Predictive accuracy
0.9328
Prior entropy
1
Recall
0.9328
Per class
Relative absolute error
0.2796
Root mean prior squared error
0.5
Root mean squared error
0.235
Root relative squared error
0.4701