DEVELOPMENT... OpenML
Run
1365

Run 1365

Task 160 (Supervised Data Stream Classification) BNG(mushroom) 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
0.9948
Per class
Confusion matrix
F measure
0.964
Per class
Kappa
0.928
KB relative information score
911415.6492
Mean absolute error
0.0462
Mean prior absolute error
0.5
Number of instances
1000000
Per class
Precision
0.9641
Per class
Predictive accuracy
0.9641
Prior entropy
1
Ram hours
0.0011
Recall
0.9641
Per class
Relative absolute error
0.0923
Root mean prior squared error
0.5
Root mean squared error
0.158
Root relative squared error
0.3159
Run CPU time
6595.45