Run
528031

Run 528031

Task 2156 (Supervised Data Stream Classification) BNG(credit-g) 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
0.6614
Per class
Confusion matrix
F measure
0.7084
Per class
Kappa
0.2774
KB relative information score
491067.6955
Mean absolute error
0.2559
Mean prior absolute error
0.5
Number of instances
1000000
Per class
Precision
0.7516
Per class
Predictive accuracy
0.7525
Prior entropy
1
Recall
0.7525
Per class
Relative absolute error
0.5119
Root mean prior squared error
0.5
Root mean squared error
0.4748
Root relative squared error
0.9496