DEVELOPMENT... OpenML
Run
1392

Run 1392

Task 131 (Supervised Data Stream Classification) BNG(bridges_version2,nominal,1000000) Uploaded 18-04-2014 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.

20 Evaluation measures

Area under ROC curve
0.9202
Per class
Confusion matrix
F measure
0.6517
Per class
Kappa
0.5571
KB relative information score
617286.0632
Mean absolute error
0.133
Mean prior absolute error
0.2778
Number of instances
1000000
Per class
Precision
0.6725
Per class
Predictive accuracy
0.6915
Prior entropy
2.585
Ram hours
0.0006
Recall
0.6915
Per class
Relative absolute error
0.4786
Root mean prior squared error
0.3727
Root mean squared error
0.26
Root relative squared error
0.6977
Run CPU time
4232.16