DEVELOPMENT... OpenML
Run
4920

Run 4920

Task 2177 (Supervised Data Stream Classification) autos Uploaded 30-04-2014 by Felicia West
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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
0.763
Per class
Confusion matrix
F measure
0.4124
Per class
Kappa
0.2502
KB relative information score
90.6523
Mean absolute error
0.1716
Mean prior absolute error
0.2449
Number of instances
205
Per class
Precision
0.5052
Per class
Predictive accuracy
0.4488
Prior entropy
2.8074
Recall
0.4488
Per class
Relative absolute error
0.7007
Root mean prior squared error
0.3499
Root mean squared error
0.3148
Root relative squared error
0.8995
Run CPU time
0.52