Run
4943

Run 4943

Task 2202 (Supervised Data Stream Classification) postoperative-patient-data Uploaded 30-04-2014 by Joaquin Vanschoren
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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
0.4093
Per class
Confusion matrix
F measure
0.5974
Per class
Kappa
-0.008
KB relative information score
38.8724
Mean absolute error
0.296
Mean prior absolute error
0.4444
Number of instances
90
Per class
Precision
0.5711
Per class
Predictive accuracy
0.6889
Prior entropy
1.585
Recall
0.6889
Per class
Relative absolute error
0.666
Root mean prior squared error
0.4714
Root mean squared error
0.3972
Root relative squared error
0.8426
Run CPU time
0.23