Run
3603

Run 3603

Task 2175 (Supervised Data Stream Classification) audiology Uploaded 30-04-2014 by Jan van Rijn
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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
0.8478
Per class
Confusion matrix
F measure
0.3935
Per class
Kappa
0.3359
KB relative information score
128.5551
Mean absolute error
0.0508
Mean prior absolute error
0.0799
Number of instances
226
Per class
Precision
0.4735
Per class
Predictive accuracy
0.4646
Prior entropy
4.585
Ram hours
0
Recall
0.4646
Per class
Relative absolute error
0.6356
Root mean prior squared error
0.1998
Root mean squared error
0.1692
Root relative squared error
0.8467
Run CPU time
0.7518