Run
528611

Run 528611

Task 2160 (Supervised Data Stream Classification) BNG(sonar) Uploaded 03-03-2016 by Jan van Rijn
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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
0.8632
Per class
Confusion matrix
F measure
0.8046
Per class
Kappa
0.6107
KB relative information score
564400.0711
Mean absolute error
0.2235
Mean prior absolute error
0.5
Number of instances
1000000
Per class
Precision
0.8109
Per class
Predictive accuracy
0.8046
Prior entropy
1
Recall
0.8046
Per class
Relative absolute error
0.447
Root mean prior squared error
0.5
Root mean squared error
0.3979
Root relative squared error
0.7958