Run
528483

Run 528483

Task 2244 (Supervised Data Stream Classification) adult Uploaded 02-03-2016 by Joaquin Vanschoren
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Flow

moa.StackingAttemptV2_kNNwithPAW(1)Moa implementation of StackingAttemptV2
moa.kNNwithPAW(1)_k10
moa.kNNwithPAW(1)_w1000
moa.kNNwithPAW(1)_nLinearNN
moa.kNNwithPAW(1)_r1
moa.StackingAttemptV2_kNNwithPAW(1)_bbayes.NaiveBayes,functions.Perceptron,functions.SGD,functions.SPegasos,lazy.kNN,rules.RuleClassifier,trees.HoeffdingAdaptiveTree,trees.HoeffdingOptionTree,trees.HoeffdingTree,trees.RandomHoeffdingTree
moa.StackingAttemptV2_kNNwithPAW(1)_mmoa.classifiers.lazy.kNNwithPAW
moa.StackingAttemptV2_kNNwithPAW(1)_cfalse
moa.StackingAttemptV2_kNNwithPAW(1)_hfalse

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
0.8752
Per class
Confusion matrix
F measure
0.8373
Per class
Kappa
0.5589
KB relative information score
30625.6782
Mean absolute error
0.1922
Mean prior absolute error
0.5
Number of instances
48842
Per class
Precision
0.8399
Per class
Predictive accuracy
0.8354
Prior entropy
1
Recall
0.8354
Per class
Relative absolute error
0.3843
Root mean prior squared error
0.5
Root mean squared error
0.3557
Root relative squared error
0.7113