Run
5287

Run 5287

Task 2246 (Supervised Data Stream Classification) satimage 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
0.9757
Per class
Confusion matrix
F measure
0.8575
Per class
Kappa
0.8263
KB relative information score
5397.8695
Mean absolute error
0.0592
Mean prior absolute error
0.2778
Number of instances
6430
Per class
Precision
0.8582
Per class
Predictive accuracy
0.8599
Prior entropy
2.585
Ram hours
0
Recall
0.8599
Per class
Relative absolute error
0.213
Root mean prior squared error
0.3727
Root mean squared error
0.1806
Root relative squared error
0.4845
Run CPU time
53.6006