Run
528045

Run 528045

Task 175 (Supervised Data Stream Classification) BNG(spambase) 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
0.5835
Per class
Confusion matrix
F measure
0.5906
Per class
Kappa
0.1851
KB relative information score
314872.4033
Mean absolute error
0.3441
Mean prior absolute error
0.5
Number of instances
1000000
Per class
Precision
0.7207
Per class
Predictive accuracy
0.6639
Prior entropy
1
Recall
0.6639
Per class
Relative absolute error
0.6883
Root mean prior squared error
0.5
Root mean squared error
0.5766
Root relative squared error
1.1532