Run
528056

Run 528056

Task 175 (Supervised Data Stream Classification) BNG(spambase) 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
0.5751
Per class
Confusion matrix
F measure
0.5837
Per class
Kappa
0.1743
KB relative information score
320714
Mean absolute error
0.3396
Mean prior absolute error
0.5
Number of instances
1000000
Per class
Precision
0.7191
Per class
Predictive accuracy
0.6604
Prior entropy
1
Recall
0.6604
Per class
Relative absolute error
0.6793
Root mean prior squared error
0.5
Root mean squared error
0.5828
Root relative squared error
1.1656