DEVELOPMENT... OpenML
Run
178907

Run 178907

Task 7369 (Supervised Data Stream Classification) BNG(audiology,5000,5) Uploaded 23-02-2015 by Jason
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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
0.9117
Per class
Confusion matrix
F measure
0.5831
Per class
Kappa
0.5866
KB relative information score
683215.9127
Mean absolute error
0.0373
Mean prior absolute error
0.0799
Number of instances
1000000
Per class
Precision
0.6463
Per class
Predictive accuracy
0.659
Prior entropy
4.585
Recall
0.659
Per class
Relative absolute error
0.4675
Root mean prior squared error
0.1998
Root mean squared error
0.1391
Root relative squared error
0.6962