DEVELOPMENT... OpenML
Run
1073

Run 1073

Task 168 (Supervised Data Stream Classification) BNG(cylinder-bands,nominal,1000000) Uploaded 09-04-2014 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
0.7811
Per class
Confusion matrix
F measure
0.7004
Per class
Kappa
0.3843
KB relative information score
251712.4216
Mean absolute error
0.3881
Mean prior absolute error
0.5
Number of instances
1000000
Per class
Precision
0.7136
Per class
Predictive accuracy
0.7112
Prior entropy
1
Ram hours
0.0029
Recall
0.7112
Per class
Relative absolute error
0.7761
Root mean prior squared error
0.5
Root mean squared error
0.4367
Root relative squared error
0.8734
Run CPU time
13611.53