Run
528553

Run 528553

Task 175 (Supervised Data Stream Classification) BNG(spambase) 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
0.5821
Per class
Confusion matrix
F measure
0.5827
Per class
Kappa
0.1746
KB relative information score
313884.9541
Mean absolute error
0.3441
Mean prior absolute error
0.5
Number of instances
1000000
Per class
Precision
0.7273
Per class
Predictive accuracy
0.6611
Prior entropy
1
Recall
0.6611
Per class
Relative absolute error
0.6882
Root mean prior squared error
0.5
Root mean squared error
0.5773
Root relative squared error
1.1545