DEVELOPMENT... OpenML
Run
1131

Run 1131

Task 163 (Supervised Data Stream Classification) BNG(optdigits) Uploaded 09-04-2014 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
0.9906
Per class
Confusion matrix
F measure
0.8915
Per class
Kappa
0.8799
KB relative information score
842313.3177
Mean absolute error
0.0472
Mean prior absolute error
0.18
Number of instances
1000000
Per class
Precision
0.8986
Per class
Predictive accuracy
0.8919
Prior entropy
3.3219
Ram hours
0.0068
Recall
0.8919
Per class
Relative absolute error
0.2625
Root mean prior squared error
0.3
Root mean squared error
0.1355
Root relative squared error
0.4515
Run CPU time
26471.86