Run
528195

Run 528195

Task 2154 (Supervised Data Stream Classification) BNG(credit-a) 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
0.8774
Per class
Confusion matrix
F measure
0.8783
Per class
Kappa
0.7539
KB relative information score
756420
Mean absolute error
0.1218
Mean prior absolute error
0.5
Number of instances
1000000
Per class
Precision
0.8784
Per class
Predictive accuracy
0.8782
Prior entropy
1
Recall
0.8782
Per class
Relative absolute error
0.2436
Root mean prior squared error
0.5
Root mean squared error
0.349
Root relative squared error
0.698