DEVELOPMENT... OpenML
Run
3120

Run 3120

Task 2162 (Supervised Data Stream Classification) BNG(heart-c) Uploaded 30-04-2014 by Jason
0 likes downloaded by 0 people 0 issues 0 downvotes , 0 total downloads
Issue #Downvotes for this reason By


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
0.9202
Per class
Confusion matrix
F measure
0.8456
Per class
Kappa
0.694
KB relative information score
808275.9699
Mean absolute error
0.0829
Mean prior absolute error
0.32
Number of instances
1000000
Per class
Precision
0.8457
Per class
Predictive accuracy
0.8486
Prior entropy
2.3219
Ram hours
0.0008
Recall
0.8486
Per class
Relative absolute error
0.2592
Root mean prior squared error
0.4
Root mean squared error
0.2103
Root relative squared error
0.5257
Run CPU time
5424.1749