Run
1215

Run 1215

Task 158 (Supervised Data Stream Classification) BNG(mfeat-zernike,nominal,1000000) Uploaded 10-04-2014 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
0.9395
Per class
Confusion matrix
F measure
0.6663
Per class
Kappa
0.6316
KB relative information score
629189.4617
Mean absolute error
0.0973
Mean prior absolute error
0.18
Number of instances
1000000
Per class
Precision
0.6741
Per class
Predictive accuracy
0.6684
Prior entropy
3.3219
Ram hours
0.0034
Recall
0.6684
Per class
Relative absolute error
0.5406
Root mean prior squared error
0.3
Root mean squared error
0.2135
Root relative squared error
0.7118
Run CPU time
15410.46