Run
3303

Run 3303

Task 2199 (Supervised Data Stream Classification) credit-g Uploaded 30-04-2014 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
0.7102
Per class
Confusion matrix
F measure
0.6524
Per class
Kappa
0.1426
KB relative information score
329.0583
Mean absolute error
0.3459
Mean prior absolute error
0.5
Number of instances
1000
Per class
Precision
0.6858
Per class
Predictive accuracy
0.715
Prior entropy
1
Ram hours
0
Recall
0.715
Per class
Relative absolute error
0.6919
Root mean prior squared error
0.5
Root mean squared error
0.4341
Root relative squared error
0.8683
Run CPU time
4.63