Run
528000

Run 528000

Task 200 (Supervised Data Stream Classification) SEA(50000) 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
0.8466
Per class
Confusion matrix
F measure
0.8588
Per class
Kappa
0.7006
KB relative information score
719322
Mean absolute error
0.1403
Mean prior absolute error
0.5
Number of instances
1000000
Per class
Precision
0.8589
Per class
Predictive accuracy
0.8597
Prior entropy
1
Recall
0.8597
Per class
Relative absolute error
0.2807
Root mean prior squared error
0.5
Root mean squared error
0.3746
Root relative squared error
0.7492