Run
177893

Run 177893

Task 7353 (Supervised Data Stream Classification) BNG(kr-vs-kp,10000,1) Uploaded 23-02-2015 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.

18 Evaluation measures

Area under ROC curve
0.9587
Per class
Confusion matrix
F measure
0.8875
Per class
Kappa
0.7744
KB relative information score
585141.3741
Mean absolute error
0.2257
Mean prior absolute error
0.5
Number of instances
1000000
Per class
Precision
0.8886
Per class
Predictive accuracy
0.8877
Prior entropy
1
Recall
0.8877
Per class
Relative absolute error
0.4514
Root mean prior squared error
0.5
Root mean squared error
0.3022
Root relative squared error
0.6044