DEVELOPMENT... OpenML
Run
1363

Run 1363

Task 190 (Supervised Data Stream Classification) Hyperplane_10_1E-3 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
0.9054
Per class
Confusion matrix
F measure
0.834
Per class
Kappa
0.6686
KB relative information score
756921.7937
Mean absolute error
0.1137
Mean prior absolute error
0.32
Number of instances
1000000
Per class
Precision
0.8364
Per class
Predictive accuracy
0.8343
Prior entropy
2.3219
Ram hours
0.0007
Recall
0.8343
Per class
Relative absolute error
0.3553
Root mean prior squared error
0.4
Root mean squared error
0.2266
Root relative squared error
0.5664
Run CPU time
5081.55