Run
528522

Run 528522

Task 185 (Supervised Data Stream Classification) BNG(ionosphere) Uploaded 02-03-2016 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
0.9424
Per class
Confusion matrix
F measure
0.9388
Per class
Kappa
0.8685
KB relative information score
876652
Mean absolute error
0.0617
Mean prior absolute error
0.5
Number of instances
1000000
Per class
Precision
0.9412
Per class
Predictive accuracy
0.9383
Prior entropy
1
Recall
0.9383
Per class
Relative absolute error
0.1233
Root mean prior squared error
0.5
Root mean squared error
0.2483
Root relative squared error
0.4967