Run
1116

Run 1116

Task 172 (Supervised Data Stream Classification) BNG(sonar,nominal,1000000) Uploaded 09-04-2014 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
0.8849
Per class
Confusion matrix
F measure
0.7864
Per class
Kappa
0.5781
KB relative information score
399196.4275
Mean absolute error
0.3172
Mean prior absolute error
0.5
Number of instances
1000000
Per class
Precision
0.8022
Per class
Predictive accuracy
0.7871
Prior entropy
1
Ram hours
0.0061
Recall
0.7871
Per class
Relative absolute error
0.6344
Root mean prior squared error
0.5
Root mean squared error
0.3846
Root relative squared error
0.7692
Run CPU time
24445.31