Run
3919

Run 3919

Task 2196 (Supervised Data Stream Classification) optdigits Uploaded 30-04-2014 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
0.9961
Per class
Confusion matrix
F measure
0.9542
Per class
Kappa
0.9494
KB relative information score
5291.6621
Mean absolute error
0.0176
Mean prior absolute error
0.18
Number of instances
5620
Per class
Precision
0.9547
Per class
Predictive accuracy
0.9544
Prior entropy
3.3219
Ram hours
0
Recall
0.9544
Per class
Relative absolute error
0.0979
Root mean prior squared error
0.3
Root mean squared error
0.0859
Root relative squared error
0.2863
Run CPU time
109.4065