Run
527996

Run 527996

Task 199 (Supervised Data Stream Classification) SEA(50) 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)_oHINGE

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
0.8518
Per class
Confusion matrix
F measure
0.864
Per class
Kappa
0.7115
KB relative information score
729710
Mean absolute error
0.1351
Mean prior absolute error
0.5
Number of instances
1000000
Per class
Precision
0.8642
Per class
Predictive accuracy
0.8649
Prior entropy
1
Recall
0.8649
Per class
Relative absolute error
0.2703
Root mean prior squared error
0.5
Root mean squared error
0.3676
Root relative squared error
0.7352