Run
1380

Run 1380

Task 179 (Supervised Data Stream Classification) BNG(heart-statlog,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
0.942
Per class
Confusion matrix
F measure
0.8653
Per class
Kappa
0.7266
KB relative information score
603694.6106
Mean absolute error
0.2122
Mean prior absolute error
0.5
Number of instances
1000000
Per class
Precision
0.8689
Per class
Predictive accuracy
0.8664
Prior entropy
1
Ram hours
0.0006
Recall
0.8664
Per class
Relative absolute error
0.4243
Root mean prior squared error
0.5
Root mean squared error
0.3129
Root relative squared error
0.6258
Run CPU time
4586.53