Run
528066

Run 528066

Task 2152 (Supervised Data Stream Classification) BNG(colic.ORIG) 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
0.6153
Per class
Confusion matrix
F measure
0.6805
Per class
Kappa
0.2791
KB relative information score
467184
Mean absolute error
0.2664
Mean prior absolute error
0.5
Number of instances
1000000
Per class
Precision
0.769
Per class
Predictive accuracy
0.7336
Prior entropy
1
Recall
0.7336
Per class
Relative absolute error
0.5328
Root mean prior squared error
0.5
Root mean squared error
0.5161
Root relative squared error
1.0323