DEVELOPMENT... OpenML
Run
1391

Run 1391

Task 194 (Supervised Data Stream Classification) RandomRBF_0_0 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
0.9761
Per class
Confusion matrix
F measure
0.8897
Per class
Kappa
0.8578
KB relative information score
860063.1302
Mean absolute error
0.0551
Mean prior absolute error
0.32
Number of instances
1000000
Per class
Precision
0.8903
Per class
Predictive accuracy
0.8899
Prior entropy
2.3219
Ram hours
0.0006
Recall
0.8899
Per class
Relative absolute error
0.1722
Root mean prior squared error
0.4
Root mean squared error
0.1784
Root relative squared error
0.4461
Run CPU time
4495.97