Run
3323

Run 3323

Task 2252 (Supervised Data Stream Classification) BNG(breast-w) 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
0.9933
Per class
Confusion matrix
F measure
0.9729
Per class
Kappa
0.9399
KB relative information score
36501.8
Mean absolute error
0.0388
Mean prior absolute error
0.5
Number of instances
39366
Per class
Precision
0.9729
Per class
Predictive accuracy
0.9729
Prior entropy
1
Ram hours
0
Recall
0.9729
Per class
Relative absolute error
0.0775
Root mean prior squared error
0.5
Root mean squared error
0.1427
Root relative squared error
0.2853
Run CPU time
205.02