DEVELOPMENT... OpenML
Run
177328

Run 177328

Task 7330 (Supervised Data Stream Classification) BNG(anneal,1000,5) Uploaded 23-02-2015 by Jason
0 likes downloaded by 0 people 0 issues 0 downvotes , 0 total downloads
Issue #Downvotes for this reason By


Flow

moa.LeveragingBag_kNN(1)Moa implementation of LeveragingBag
moa.LeveragingBag_kNN(1)_a0.002
moa.LeveragingBag_kNN(1)_lmoa.classifiers.lazy.kNN
moa.LeveragingBag_kNN(1)_mLeveragingBag
moa.LeveragingBag_kNN(1)_ofalse
moa.LeveragingBag_kNN(1)_r1
moa.LeveragingBag_kNN(1)_s10
moa.LeveragingBag_kNN(1)_w6.0
moa.kNN(1)_k10
moa.kNN(1)_nLinearNN
moa.kNN(1)_w1000

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
0.9655
Per class
Confusion matrix
F measure
0.8682
Per class
Kappa
0.6603
KB relative information score
864392.0704
Mean absolute error
0.0497
Mean prior absolute error
0.2778
Number of instances
1000000
Per class
Precision
0.8871
Per class
Predictive accuracy
0.8859
Prior entropy
2.585
Recall
0.8859
Per class
Relative absolute error
0.1788
Root mean prior squared error
0.3727
Root mean squared error
0.1638
Root relative squared error
0.4396