Run
527973

Run 527973

Task 2244 (Supervised Data Stream Classification) adult 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
0.8437
Per class
Confusion matrix
F measure
0.8384
Per class
Kappa
0.5484
KB relative information score
29931.6052
Mean absolute error
0.204
Mean prior absolute error
0.5
Number of instances
48842
Per class
Precision
0.8366
Per class
Predictive accuracy
0.8416
Prior entropy
1
Recall
0.8416
Per class
Relative absolute error
0.408
Root mean prior squared error
0.5
Root mean squared error
0.3563
Root relative squared error
0.7126