DEVELOPMENT... OpenML
Run
4311

Run 4311

Task 2203 (Supervised Data Stream Classification) dermatology 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
0.9803
Per class
Confusion matrix
F measure
0.8639
Per class
Kappa
0.828
KB relative information score
293.2251
Mean absolute error
0.0784
Mean prior absolute error
0.2778
Number of instances
366
Per class
Precision
0.8882
Per class
Predictive accuracy
0.8634
Prior entropy
2.585
Recall
0.8634
Per class
Relative absolute error
0.2823
Root mean prior squared error
0.3727
Root mean squared error
0.1856
Root relative squared error
0.498
Run CPU time
1.35