Run
5021

Run 5021

Task 2213 (Supervised Data Stream Classification) splice 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
0.9815
Per class
Confusion matrix
F measure
0.8594
Per class
Kappa
0.7755
KB relative information score
2481.6901
Mean absolute error
0.1149
Mean prior absolute error
0.4444
Number of instances
3190
Per class
Precision
0.8823
Per class
Predictive accuracy
0.8555
Prior entropy
1.585
Ram hours
0
Recall
0.8555
Per class
Relative absolute error
0.2585
Root mean prior squared error
0.4714
Root mean squared error
0.2488
Root relative squared error
0.5278
Run CPU time
62.92