Run
528540

Run 528540

Task 200 (Supervised Data Stream Classification) SEA(50000) Uploaded 02-03-2016 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
0.8806
Per class
Confusion matrix
F measure
0.8767
Per class
Kappa
0.7389
KB relative information score
672990.3394
Mean absolute error
0.1736
Mean prior absolute error
0.5
Number of instances
1000000
Per class
Precision
0.8767
Per class
Predictive accuracy
0.8772
Prior entropy
1
Recall
0.8772
Per class
Relative absolute error
0.3472
Root mean prior squared error
0.5
Root mean squared error
0.3362
Root relative squared error
0.6724