DEVELOPMENT... OpenML
Run
158620

Run 158620

Task 2126 (Supervised Data Stream Classification) covertype Uploaded 12-02-2015 by Jason
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Flow

moa.LeveragingBag_SGD(1)Moa implementation of LeveragingBag
moa.SGD(1)_l1.0E-4
moa.SGD(1)_oHINGE
moa.SGD(1)_r1.0E-4
moa.LeveragingBag_SGD(1)_lmoa.classifiers.functions.SGD
moa.LeveragingBag_SGD(1)_s10
moa.LeveragingBag_SGD(1)_w6.0
moa.LeveragingBag_SGD(1)_a0.002
moa.LeveragingBag_SGD(1)_ofalse
moa.LeveragingBag_SGD(1)_mLeveragingBag
moa.LeveragingBag_SGD(1)_r1

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
0.575
Per class
Confusion matrix
F measure
0.4393
Per class
Kappa
0.1132
KB relative information score
53015.6299
Mean absolute error
0.1456
Mean prior absolute error
0.2449
Number of instances
110393
Per class
Precision
0.4003
Per class
Predictive accuracy
0.4901
Prior entropy
2.8074
Recall
0.4901
Per class
Relative absolute error
0.5946
Root mean prior squared error
0.3499
Root mean squared error
0.3562
Root relative squared error
1.0178