DEVELOPMENT... OpenML
Run
177708

Run 177708

Task 7384 (Supervised Data Stream Classification) BNG(lymph,1000,5) Uploaded 23-02-2015 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.

18 Evaluation measures

Area under ROC curve
0.9651
Per class
Confusion matrix
F measure
0.874
Per class
Kappa
0.783
KB relative information score
815278.946
Mean absolute error
0.0908
Mean prior absolute error
0.375
Number of instances
1000000
Per class
Precision
0.8892
Per class
Predictive accuracy
0.8885
Prior entropy
2
Recall
0.8885
Per class
Relative absolute error
0.242
Root mean prior squared error
0.433
Root mean squared error
0.2055
Root relative squared error
0.4747