Run
3034

Run 3034

Task 2150 (Supervised Data Stream Classification) BNG(mfeat-zernike) Uploaded 29-04-2014 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
0.9392
Per class
Confusion matrix
F measure
0.677
Per class
Kappa
0.6382
KB relative information score
639861.0368
Mean absolute error
0.0953
Mean prior absolute error
0.18
Number of instances
1000000
Per class
Precision
0.6875
Per class
Predictive accuracy
0.6743
Prior entropy
3.3219
Ram hours
0.003
Recall
0.6743
Per class
Relative absolute error
0.5293
Root mean prior squared error
0.3
Root mean squared error
0.2122
Root relative squared error
0.7075
Run CPU time
14126.7919