Run
3022

Run 3022

Task 2153 (Supervised Data Stream Classification) BNG(colic) Uploaded 29-04-2014 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
0.9145
Per class
Confusion matrix
F measure
0.8493
Per class
Kappa
0.673
KB relative information score
565869.7375
Mean absolute error
0.2316
Mean prior absolute error
0.5
Number of instances
1000000
Per class
Precision
0.8511
Per class
Predictive accuracy
0.8517
Prior entropy
1
Ram hours
0.0008
Recall
0.8517
Per class
Relative absolute error
0.4631
Root mean prior squared error
0.5
Root mean squared error
0.3313
Root relative squared error
0.6627
Run CPU time
5167.1906