Run
528001

Run 528001

Task 160 (Supervised Data Stream Classification) BNG(mushroom) Uploaded 24-02-2016 by Joaquin Vanschoren
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Flow

moa.StackingAttempt_kNN(1)Moa implementation of StackingAttempt
moa.StackingAttempt_kNN(1)_bbayes.NaiveBayes,functions.Perceptron,functions.SGD,functions.SPegasos,lazy.kNN,rules.RuleClassifier,trees.HoeffdingOptionTree,trees.HoeffdingTree,trees.RandomHoeffdingTree
moa.StackingAttempt_kNN(1)_mmoa.classifiers.lazy.kNN
moa.StackingAttempt_kNN(1)_cfalse
moa.kNN(2)_k10
moa.kNN(2)_w1000
moa.kNN(2)_nLinearNN

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
0.9874
Per class
Confusion matrix
F measure
0.9773
Per class
Kappa
0.9546
KB relative information score
950057.0973
Mean absolute error
0.0256
Mean prior absolute error
0.5
Number of instances
1000000
Per class
Precision
0.9778
Per class
Predictive accuracy
0.9774
Prior entropy
1
Recall
0.9774
Per class
Relative absolute error
0.0512
Root mean prior squared error
0.5
Root mean squared error
0.1387
Root relative squared error
0.2773