Run
528958

Run 528958

Task 7309 (Supervised Data Stream Classification) Agrawal1 Uploaded 03-03-2016 by Jan van Rijn
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Flow

moa.StackingAttemptV2_SPegasos(1)Moa implementation of StackingAttemptV2
moa.SPegasos(2)_l1.0E-4
moa.SPegasos(2)_oHINGE
moa.StackingAttemptV2_SPegasos(1)_bbayes.NaiveBayes,functions.Perceptron,functions.SGD,functions.SPegasos,lazy.kNN,rules.RuleClassifier,trees.HoeffdingAdaptiveTree,trees.HoeffdingOptionTree,trees.HoeffdingTree,trees.RandomHoeffdingTree
moa.StackingAttemptV2_SPegasos(1)_mmoa.classifiers.functions.SPegasos
moa.StackingAttemptV2_SPegasos(1)_ctrue
moa.StackingAttemptV2_SPegasos(1)_hfalse

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
0.5003
Per class
Confusion matrix
F measure
0.572
Per class
Kappa
0.0007
KB relative information score
244488
Mean absolute error
0.3778
Mean prior absolute error
0.5
Number of instances
1000000
Per class
Precision
0.5596
Per class
Predictive accuracy
0.6222
Prior entropy
1
Recall
0.6222
Per class
Relative absolute error
0.7555
Root mean prior squared error
0.5
Root mean squared error
0.6146
Root relative squared error
1.2292