DEVELOPMENT... OpenML
Run
2706

Run 2706

Task 2129 (Supervised Data Stream Classification) BNG(labor) 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
0.9664
Per class
Confusion matrix
F measure
0.9202
Per class
Kappa
0.8232
KB relative information score
773097.821
Mean absolute error
0.1206
Mean prior absolute error
0.5
Number of instances
1000000
Per class
Precision
0.923
Per class
Predictive accuracy
0.9215
Prior entropy
1
Ram hours
0.0005
Recall
0.9215
Per class
Relative absolute error
0.2412
Root mean prior squared error
0.5
Root mean squared error
0.2491
Root relative squared error
0.4982
Run CPU time
3641.6793