Run
528507

Run 528507

Task 2156 (Supervised Data Stream Classification) BNG(credit-g) 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
0.687
Per class
Confusion matrix
F measure
0.697
Per class
Kappa
0.2516
KB relative information score
495082.6355
Mean absolute error
0.2533
Mean prior absolute error
0.5
Number of instances
1000000
Per class
Precision
0.7543
Per class
Predictive accuracy
0.7486
Prior entropy
1
Recall
0.7486
Per class
Relative absolute error
0.5067
Root mean prior squared error
0.5
Root mean squared error
0.4686
Root relative squared error
0.9371