Run
4373

Run 4373

Task 2183 (Supervised Data Stream Classification) breast-w 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
0.9849
Per class
Confusion matrix
F measure
0.957
Per class
Kappa
0.9046
KB relative information score
617.4457
Mean absolute error
0.063
Mean prior absolute error
0.5
Number of instances
699
Per class
Precision
0.957
Per class
Predictive accuracy
0.9571
Prior entropy
1
Recall
0.9571
Per class
Relative absolute error
0.1261
Root mean prior squared error
0.5
Root mean squared error
0.1804
Root relative squared error
0.3608
Run CPU time
1.27