DEVELOPMENT... OpenML
Run
177359

Run 177359

Task 7337 (Supervised Data Stream Classification) BNG(anneal,10000,10) Uploaded 23-02-2015 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.

18 Evaluation measures

Area under ROC curve
0.9645
Per class
Confusion matrix
F measure
0.8777
Per class
Kappa
0.6792
KB relative information score
878120.1575
Mean absolute error
0.0446
Mean prior absolute error
0.2778
Number of instances
1000000
Per class
Precision
0.8982
Per class
Predictive accuracy
0.8925
Prior entropy
2.585
Recall
0.8925
Per class
Relative absolute error
0.1604
Root mean prior squared error
0.3727
Root mean squared error
0.1593
Root relative squared error
0.4274