DEVELOPMENT... OpenML
Run
2865

Run 2865

Task 2134 (Supervised Data Stream Classification) BNG(mfeat-karhunen) Uploaded 28-04-2014 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
0.993
Per class
Confusion matrix
F measure
0.9036
Per class
Kappa
0.8943
KB relative information score
827346.1386
Mean absolute error
0.0541
Mean prior absolute error
0.18
Number of instances
1000000
Per class
Precision
0.913
Per class
Predictive accuracy
0.9048
Prior entropy
3.3219
Ram hours
0.0047
Recall
0.9048
Per class
Relative absolute error
0.3005
Root mean prior squared error
0.3
Root mean squared error
0.1389
Root relative squared error
0.4631
Run CPU time
18841.0751