DEVELOPMENT... OpenML
Run
177439

Run 177439

Task 7351 (Supervised Data Stream Classification) BNG(kr-vs-kp,5000,5) 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
0.9739
Per class
Confusion matrix
F measure
0.915
Per class
Kappa
0.8298
KB relative information score
663011.4591
Mean absolute error
0.1853
Mean prior absolute error
0.5
Number of instances
1000000
Per class
Precision
0.9151
Per class
Predictive accuracy
0.915
Prior entropy
1
Recall
0.915
Per class
Relative absolute error
0.3705
Root mean prior squared error
0.5
Root mean squared error
0.2685
Root relative squared error
0.5369