Run
528605

Run 528605

Task 7316 (Supervised Data Stream Classification) vehicleNorm Uploaded 03-03-2016 by Joaquin Vanschoren
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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
0.8239
Per class
Confusion matrix
F measure
0.8206
Per class
Kappa
0.6477
KB relative information score
63820
Mean absolute error
0.1761
Mean prior absolute error
0.5
Number of instances
98528
Per class
Precision
0.8494
Per class
Predictive accuracy
0.8239
Prior entropy
1
Recall
0.8239
Per class
Relative absolute error
0.3523
Root mean prior squared error
0.5
Root mean squared error
0.4197
Root relative squared error
0.8394