Run
5494

Run 5494

Task 2160 (Supervised Data Stream Classification) BNG(sonar) Uploaded 01-05-2014 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
0.8264
Per class
Confusion matrix
F measure
0.7475
Per class
Kappa
0.4962
KB relative information score
326963.8382
Mean absolute error
0.3517
Mean prior absolute error
0.5
Number of instances
1000000
Per class
Precision
0.7522
Per class
Predictive accuracy
0.7473
Prior entropy
1
Ram hours
0.0066
Recall
0.7473
Per class
Relative absolute error
0.7034
Root mean prior squared error
0.5
Root mean squared error
0.4132
Root relative squared error
0.8265
Run CPU time
27536.8535