Run
527966

Run 527966

Task 182 (Supervised Data Stream Classification) BNG(vote) 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
0.9734
Per class
Confusion matrix
F measure
0.9625
Per class
Kappa
0.9208
KB relative information score
119262.6055
Mean absolute error
0.0474
Mean prior absolute error
0.5
Number of instances
131072
Per class
Precision
0.9625
Per class
Predictive accuracy
0.9625
Prior entropy
1
Recall
0.9625
Per class
Relative absolute error
0.0948
Root mean prior squared error
0.5
Root mean squared error
0.1822
Root relative squared error
0.3644