DEVELOPMENT... OpenML
Run
1369

Run 1369

Task 171 (Supervised Data Stream Classification) BNG(sick,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
0.8193
Per class
Confusion matrix
F measure
0.9094
Per class
Kappa
0.0043
KB relative information score
821290.2468
Mean absolute error
0.0968
Mean prior absolute error
0.5
Number of instances
1000000
Per class
Precision
0.905
Per class
Predictive accuracy
0.9387
Prior entropy
1
Ram hours
0.0015
Recall
0.9387
Per class
Relative absolute error
0.1937
Root mean prior squared error
0.5
Root mean squared error
0.2252
Root relative squared error
0.4505
Run CPU time
8333.85