Run
5364

Run 5364

Task 2248 (Supervised Data Stream Classification) kropt 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
0.9995
Per class
Confusion matrix
F measure
0.979
Per class
Kappa
0.9769
KB relative information score
27363.0248
Mean absolute error
0.0055
Mean prior absolute error
0.1049
Number of instances
28056
Per class
Precision
0.9791
Per class
Predictive accuracy
0.9793
Prior entropy
4.1699
Ram hours
0
Recall
0.9793
Per class
Relative absolute error
0.052
Root mean prior squared error
0.2291
Root mean squared error
0.0459
Root relative squared error
0.2005
Run CPU time
89.7799