DEVELOPMENT... OpenML
Run
177851

Run 177851

Task 7354 (Supervised Data Stream Classification) BNG(kr-vs-kp,10000,5) 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
0.9684
Per class
Confusion matrix
F measure
0.9055
Per class
Kappa
0.8107
KB relative information score
646976.9195
Mean absolute error
0.193
Mean prior absolute error
0.5
Number of instances
1000000
Per class
Precision
0.9056
Per class
Predictive accuracy
0.9056
Prior entropy
1
Recall
0.9056
Per class
Relative absolute error
0.386
Root mean prior squared error
0.5
Root mean squared error
0.2779
Root relative squared error
0.5557