Run
1373

Run 1373

Task 184 (Supervised Data Stream Classification) BNG(vowel,nominal,1000000) Uploaded 18-04-2014 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
0.8919
Per class
Confusion matrix
F measure
0.5036
Per class
Kappa
0.4537
KB relative information score
439608.3107
Mean absolute error
0.1263
Mean prior absolute error
0.1653
Number of instances
1000000
Per class
Precision
0.5108
Per class
Predictive accuracy
0.5033
Prior entropy
3.4594
Ram hours
0.0007
Recall
0.5033
Per class
Relative absolute error
0.7641
Root mean prior squared error
0.2875
Root mean squared error
0.2447
Root relative squared error
0.8512
Run CPU time
5001.26