Run
57187

Run 57187

Task 6705 (Supervised Data Stream Classification) BNG(adult) Uploaded 12-11-2014 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.

18 Evaluation measures

Area under ROC curve
0.8549
Per class
Confusion matrix
F measure
0.8155
Per class
Kappa
0.4819
KB relative information score
549296.1579
Mean absolute error
0.2345
Mean prior absolute error
0.5
Number of instances
1000000
Per class
Precision
0.8129
Per class
Predictive accuracy
0.8207
Prior entropy
1
Recall
0.8207
Per class
Relative absolute error
0.469
Root mean prior squared error
0.5
Root mean squared error
0.3522
Root relative squared error
0.7043