Run
1372

Run 1372

Task 164 (Supervised Data Stream Classification) BNG(credit-a,nominal,1000000) Uploaded 18-04-2014 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
0.9226
Per class
Confusion matrix
F measure
0.8638
Per class
Kappa
0.7242
KB relative information score
584707.6729
Mean absolute error
0.2235
Mean prior absolute error
0.5
Number of instances
1000000
Per class
Precision
0.8638
Per class
Predictive accuracy
0.8639
Prior entropy
1
Ram hours
0.0007
Recall
0.8639
Per class
Relative absolute error
0.447
Root mean prior squared error
0.5
Root mean squared error
0.3252
Root relative squared error
0.6504
Run CPU time
4482.09