DEVELOPMENT... OpenML
Run
1378

Run 1378

Task 124 (Supervised Data Stream Classification) BNG(letter,nominal,1000000) Uploaded 18-04-2014 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.

20 Evaluation measures

Area under ROC curve
0.851
Per class
Confusion matrix
F measure
0.3739
Per class
Kappa
0.3543
KB relative information score
414711.6167
Mean absolute error
0.0602
Mean prior absolute error
0.074
Number of instances
1000000
Per class
Precision
0.3989
Per class
Predictive accuracy
0.3791
Prior entropy
4.7004
Ram hours
0.0008
Recall
0.3791
Per class
Relative absolute error
0.8137
Root mean prior squared error
0.1923
Root mean squared error
0.1724
Root relative squared error
0.8967
Run CPU time
5156.75