Run
5335

Run 5335

Task 2165 (Supervised Data Stream Classification) BNG(hepatitis) Uploaded 01-05-2014 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
0.8816
Per class
Kappa
0.6264
KB relative information score
697274.7248
Mean absolute error
0.1591
Mean prior absolute error
0.5
Number of instances
1000000
Per class
Precision
0.8818
Per class
Predictive accuracy
0.8869
Prior entropy
1
Ram hours
0.0009
Recall
0.8869
Per class
Relative absolute error
0.3182
Root mean prior squared error
0.5
Root mean squared error
0.2897
Root relative squared error
0.5794
Run CPU time
6043.8529