Run
528130

Run 528130

Task 7283 (Supervised Data Stream Classification) BNG(SPECT) 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
0.9931
Per class
Confusion matrix
F measure
0.9497
Per class
Kappa
0.8432
KB relative information score
769525.2944
Mean absolute error
0.1324
Mean prior absolute error
0.5
Number of instances
1000000
Per class
Precision
0.9514
Per class
Predictive accuracy
0.9513
Prior entropy
1
Recall
0.9513
Per class
Relative absolute error
0.2649
Root mean prior squared error
0.5
Root mean squared error
0.2004
Root relative squared error
0.4007