Run
4014

Run 4014

Task 2220 (Supervised Data Stream Classification) heart-statlog 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
0.8365
Per class
Confusion matrix
F measure
0.7901
Per class
Kappa
0.5736
KB relative information score
115.0512
Mean absolute error
0.301
Mean prior absolute error
0.5
Number of instances
270
Per class
Precision
0.7949
Per class
Predictive accuracy
0.7926
Prior entropy
1
Recall
0.7926
Per class
Relative absolute error
0.602
Root mean prior squared error
0.5
Root mean squared error
0.4007
Root relative squared error
0.8014
Run CPU time
0.5