DEVELOPMENT... OpenML
Run
1147

Run 1147

Task 175 (Supervised Data Stream Classification) BNG(spambase) Uploaded 10-04-2014 by Jason
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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
0.5764
Per class
Confusion matrix
F measure
0.5141
Per class
Kappa
0.0691
KB relative information score
104786.9058
Mean absolute error
0.4544
Mean prior absolute error
0.5
Number of instances
1000000
Per class
Precision
0.6738
Per class
Predictive accuracy
0.6256
Prior entropy
1
Ram hours
0.0058
Recall
0.6256
Per class
Relative absolute error
0.9087
Root mean prior squared error
0.5
Root mean squared error
0.4767
Root relative squared error
0.9534
Run CPU time
24111.36