Run
5282

Run 5282

Task 2170 (Supervised Data Stream Classification) anneal 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
0.9393
Per class
Confusion matrix
F measure
0.8551
Per class
Kappa
0.6217
KB relative information score
778.68
Mean absolute error
0.0503
Mean prior absolute error
0.2778
Number of instances
898
Per class
Precision
0.8759
Per class
Predictive accuracy
0.8764
Prior entropy
2.585
Ram hours
0
Recall
0.8764
Per class
Relative absolute error
0.1811
Root mean prior squared error
0.3727
Root mean squared error
0.1706
Root relative squared error
0.4579
Run CPU time
6.3502