Run
1181

Run 1181

Task 121 (Supervised Data Stream Classification) BNG(anneal.ORIG,nominal,1000000) Uploaded 10-04-2014 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
0.8699
Per class
Confusion matrix
F measure
0.7534
Per class
Kappa
0.3197
KB relative information score
779895.0509
Mean absolute error
0.0828
Mean prior absolute error
0.2778
Number of instances
1000000
Per class
Precision
0.7871
Per class
Predictive accuracy
0.8013
Prior entropy
2.585
Ram hours
0.0022
Recall
0.8013
Per class
Relative absolute error
0.2981
Root mean prior squared error
0.3727
Root mean squared error
0.2136
Root relative squared error
0.5731
Run CPU time
11053.79