Run
858

Run 858

Task 120 (Supervised Data Stream Classification) BNG(anneal,nominal,1000000) Uploaded 08-04-2014 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
0.9497
Per class
Confusion matrix
F measure
0.8568
Per class
Kappa
0.6377
KB relative information score
864443.7644
Mean absolute error
0.0504
Mean prior absolute error
0.2778
Number of instances
1000000
Per class
Precision
0.8794
Per class
Predictive accuracy
0.8802
Prior entropy
2.585
Ram hours
0.0022
Recall
0.8802
Per class
Relative absolute error
0.1815
Root mean prior squared error
0.3727
Root mean squared error
0.1691
Root relative squared error
0.4536
Run CPU time
11284.26