DEVELOPMENT... OpenML
Run
1384

Run 1384

Task 191 (Supervised Data Stream Classification) Hyperplane_10_1E-4 Uploaded 18-04-2014 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
0.9052
Per class
Confusion matrix
F measure
0.8338
Per class
Kappa
0.6681
KB relative information score
756387.3605
Mean absolute error
0.114
Mean prior absolute error
0.32
Number of instances
1000000
Per class
Precision
0.8363
Per class
Predictive accuracy
0.8341
Prior entropy
2.3219
Ram hours
0.0007
Recall
0.8341
Per class
Relative absolute error
0.3562
Root mean prior squared error
0.4
Root mean squared error
0.2268
Root relative squared error
0.567
Run CPU time
5024.36