DEVELOPMENT... OpenML
Run
4446

Run 4446

Task 2218 (Supervised Data Stream Classification) heart-h 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
0.9623
Per class
Confusion matrix
F measure
0.8467
Per class
Kappa
0.6609
KB relative information score
250.1159
Mean absolute error
0.0591
Mean prior absolute error
0.32
Number of instances
294
Per class
Precision
0.8832
Per class
Predictive accuracy
0.8571
Prior entropy
2.3219
Recall
0.8571
Per class
Relative absolute error
0.1846
Root mean prior squared error
0.4
Root mean squared error
0.1986
Root relative squared error
0.4966
Run CPU time
0.54