DEVELOPMENT... OpenML
Run
4473

Run 4473

Task 2205 (Supervised Data Stream Classification) diabetes Uploaded 30-04-2014 by Felicia West
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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
0.7624
Per class
Confusion matrix
F measure
0.6871
Per class
Kappa
0.295
KB relative information score
238.2243
Mean absolute error
0.3547
Mean prior absolute error
0.5
Number of instances
768
Per class
Precision
0.6923
Per class
Predictive accuracy
0.7057
Prior entropy
1
Recall
0.7057
Per class
Relative absolute error
0.7095
Root mean prior squared error
0.5
Root mean squared error
0.4318
Root relative squared error
0.8637
Run CPU time
1.77