Run
1128

Run 1128

Task 161 (Supervised Data Stream Classification) BNG(colic.ORIG,nominal,1000000) Uploaded 09-04-2014 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
0.8242
Per class
Confusion matrix
F measure
0.6795
Per class
Kappa
0.2742
KB relative information score
353772.6891
Mean absolute error
0.3361
Mean prior absolute error
0.5
Number of instances
1000000
Per class
Precision
0.7574
Per class
Predictive accuracy
0.731
Prior entropy
1
Ram hours
0.0023
Recall
0.731
Per class
Relative absolute error
0.6723
Root mean prior squared error
0.5
Root mean squared error
0.4116
Root relative squared error
0.8232
Run CPU time
12566.54