DEVELOPMENT... OpenML
Run
1382

Run 1382

Task 162 (Supervised Data Stream Classification) BNG(colic,nominal,1000000) Uploaded 18-04-2014 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
0.922
Per class
Confusion matrix
F measure
0.8557
Per class
Kappa
0.6888
KB relative information score
543220.6225
Mean absolute error
0.2459
Mean prior absolute error
0.5
Number of instances
1000000
Per class
Precision
0.8556
Per class
Predictive accuracy
0.8567
Prior entropy
1
Ram hours
0.0013
Recall
0.8567
Per class
Relative absolute error
0.4918
Root mean prior squared error
0.5
Root mean squared error
0.3292
Root relative squared error
0.6584
Run CPU time
8010.12