Run
528487

Run 528487

Task 199 (Supervised Data Stream Classification) SEA(50) Uploaded 02-03-2016 by Joaquin Vanschoren
0 likes downloaded by 0 people 0 issues 0 downvotes , 0 total downloads
Issue #Downvotes for this reason By


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
0.8837
Per class
Confusion matrix
F measure
0.8822
Per class
Kappa
0.7505
KB relative information score
683351.3006
Mean absolute error
0.1686
Mean prior absolute error
0.5
Number of instances
1000000
Per class
Precision
0.8823
Per class
Predictive accuracy
0.8828
Prior entropy
1
Recall
0.8828
Per class
Relative absolute error
0.3371
Root mean prior squared error
0.5
Root mean squared error
0.3298
Root relative squared error
0.6596