Run
5176

Run 5176

Task 2225 (Supervised Data Stream Classification) ionosphere 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
0.8778
Per class
Confusion matrix
F measure
0.7701
Per class
Kappa
0.4904
KB relative information score
183.0157
Mean absolute error
0.243
Mean prior absolute error
0.5
Number of instances
351
Per class
Precision
0.7799
Per class
Predictive accuracy
0.7806
Prior entropy
1
Recall
0.7806
Per class
Relative absolute error
0.4859
Root mean prior squared error
0.5
Root mean squared error
0.3901
Root relative squared error
0.7802
Run CPU time
1.32