DEVELOPMENT... OpenML
Run
177709

Run 177709

Task 7386 (Supervised Data Stream Classification) BNG(lymph,5000,1) 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
0.9784
Per class
Confusion matrix
F measure
0.9052
Per class
Kappa
0.8421
KB relative information score
866712.334
Mean absolute error
0.0651
Mean prior absolute error
0.375
Number of instances
1000000
Per class
Precision
0.9191
Per class
Predictive accuracy
0.9184
Prior entropy
2
Recall
0.9184
Per class
Relative absolute error
0.1735
Root mean prior squared error
0.433
Root mean squared error
0.1763
Root relative squared error
0.4071