DEVELOPMENT... OpenML
Run
3792

Run 3792

Task 2244 (Supervised Data Stream Classification) adult Uploaded 30-04-2014 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
0.8571
Per class
Confusion matrix
F measure
0.816
Per class
Kappa
0.4845
KB relative information score
26870.9593
Mean absolute error
0.234
Mean prior absolute error
0.5
Number of instances
48842
Per class
Precision
0.8135
Per class
Predictive accuracy
0.8201
Prior entropy
1
Ram hours
0
Recall
0.8201
Per class
Relative absolute error
0.4681
Root mean prior squared error
0.5
Root mean squared error
0.3512
Root relative squared error
0.7023
Run CPU time
281.0199