DEVELOPMENT... OpenML
Run
4615

Run 4615

Task 2167 (Supervised Data Stream Classification) BNG(waveform-5000) Uploaded 30-04-2014 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
0.9483
Per class
Confusion matrix
F measure
0.8283
Per class
Kappa
0.745
KB relative information score
629149.4679
Mean absolute error
0.2017
Mean prior absolute error
0.4444
Number of instances
1000000
Per class
Precision
0.8303
Per class
Predictive accuracy
0.8299
Prior entropy
1.585
Ram hours
0.0039
Recall
0.8299
Per class
Relative absolute error
0.4537
Root mean prior squared error
0.4714
Root mean squared error
0.2973
Root relative squared error
0.6307
Run CPU time
19688.55