Run
1251

Run 1251

Task 186 (Supervised Data Stream Classification) BNG(waveform-5000,nominal,1000000) Uploaded 11-04-2014 by Jan van Rijn
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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
0.9028
Per class
Confusion matrix
F measure
0.7554
Per class
Kappa
0.6331
KB relative information score
467170.5947
Mean absolute error
0.2788
Mean prior absolute error
0.4444
Number of instances
1000000
Per class
Precision
0.7555
Per class
Predictive accuracy
0.7554
Prior entropy
1.585
Ram hours
0.0038
Recall
0.7554
Per class
Relative absolute error
0.6273
Root mean prior squared error
0.4714
Root mean squared error
0.3512
Root relative squared error
0.7449
Run CPU time
18683.13