DEVELOPMENT... OpenML
Run
4523

Run 4523

Task 2179 (Supervised Data Stream Classification) balance-scale Uploaded 30-04-2014 by Felicia West
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
0.9547
Per class
Confusion matrix
F measure
0.8323
Per class
Kappa
0.746
KB relative information score
423.7223
Mean absolute error
0.1702
Mean prior absolute error
0.4444
Number of instances
625
Per class
Precision
0.8248
Per class
Predictive accuracy
0.8624
Prior entropy
1.585
Recall
0.8624
Per class
Relative absolute error
0.3829
Root mean prior squared error
0.4714
Root mean squared error
0.2739
Root relative squared error
0.5811
Run CPU time
1.02