Run
528604

Run 528604

Task 2152 (Supervised Data Stream Classification) BNG(colic.ORIG) Uploaded 03-03-2016 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
0.7203
Per class
Confusion matrix
F measure
0.6954
Per class
Kappa
0.3103
KB relative information score
489344.4568
Mean absolute error
0.2559
Mean prior absolute error
0.5
Number of instances
1000000
Per class
Precision
0.778
Per class
Predictive accuracy
0.743
Prior entropy
1
Recall
0.743
Per class
Relative absolute error
0.5118
Root mean prior squared error
0.5
Root mean squared error
0.4764
Root relative squared error
0.9528