Run
528513

Run 528513

Task 122 (Supervised Data Stream Classification) BNG(kr-vs-kp) 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
0.9296
Per class
Confusion matrix
F measure
0.9307
Per class
Kappa
0.861
KB relative information score
861556
Mean absolute error
0.0692
Mean prior absolute error
0.5
Number of instances
1000000
Per class
Precision
0.9316
Per class
Predictive accuracy
0.9308
Prior entropy
1
Recall
0.9308
Per class
Relative absolute error
0.1384
Root mean prior squared error
0.5
Root mean squared error
0.2631
Root relative squared error
0.5262