Run
4464

Run 4464

Task 2216 (Supervised Data Stream Classification) heart-c 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
0.87
Per class
Confusion matrix
F measure
0.7961
Per class
Kappa
0.5885
KB relative information score
227.0025
Mean absolute error
0.1097
Mean prior absolute error
0.32
Number of instances
303
Per class
Precision
0.8031
Per class
Predictive accuracy
0.7987
Prior entropy
2.3219
Recall
0.7987
Per class
Relative absolute error
0.3428
Root mean prior squared error
0.4
Root mean squared error
0.2404
Root relative squared error
0.6011
Run CPU time
0.49