Run
4788

Run 4788

Task 2191 (Supervised Data Stream Classification) cmc Uploaded 30-04-2014 by Joaquin Vanschoren
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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
0.8699
Per class
Confusion matrix
F measure
0.6814
Per class
Kappa
0.5135
KB relative information score
709.0397
Mean absolute error
0.259
Mean prior absolute error
0.4444
Number of instances
1473
Per class
Precision
0.6858
Per class
Predictive accuracy
0.6938
Prior entropy
1.585
Recall
0.6938
Per class
Relative absolute error
0.5829
Root mean prior squared error
0.4714
Root mean squared error
0.3739
Root relative squared error
0.7932
Run CPU time
3.67