DEVELOPMENT... OpenML
Run
177728

Run 177728

Task 7382 (Supervised Data Stream Classification) BNG(autos,10000,10) 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
0.8943
Per class
Confusion matrix
F measure
0.6688
Per class
Kappa
0.5814
KB relative information score
609860.0853
Mean absolute error
0.129
Mean prior absolute error
0.2449
Number of instances
1000000
Per class
Precision
0.6728
Per class
Predictive accuracy
0.6854
Prior entropy
2.8074
Recall
0.6854
Per class
Relative absolute error
0.5267
Root mean prior squared error
0.3499
Root mean squared error
0.252
Root relative squared error
0.7201