Run
528174

Run 528174

Task 7309 (Supervised Data Stream Classification) Agrawal1 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)_oLOGLOSS

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
0.9356
Per class
Confusion matrix
F measure
0.717
Per class
Kappa
0.3469
KB relative information score
509021.4808
Mean absolute error
0.2525
Mean prior absolute error
0.5
Number of instances
1000000
Per class
Precision
0.8215
Per class
Predictive accuracy
0.7645
Prior entropy
1
Recall
0.7645
Per class
Relative absolute error
0.5051
Root mean prior squared error
0.5
Root mean squared error
0.3746
Root relative squared error
0.7491