Run
158496

Run 158496

Task 189 (Supervised Data Stream Classification) covertype Uploaded 12-02-2015 by Jan van Rijn
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Flow

moa.LeveragingBag_SPegasos(1)Moa implementation of LeveragingBag
moa.SPegasos(1)_l1.0E-4
moa.SPegasos(1)_oHINGE
moa.LeveragingBag_SPegasos(1)_lmoa.classifiers.functions.SPegasos
moa.LeveragingBag_SPegasos(1)_s10
moa.LeveragingBag_SPegasos(1)_w6.0
moa.LeveragingBag_SPegasos(1)_a0.002
moa.LeveragingBag_SPegasos(1)_ofalse
moa.LeveragingBag_SPegasos(1)_mLeveragingBag
moa.LeveragingBag_SPegasos(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
0.8326
Per class
Confusion matrix
F measure
0.7511
Per class
Kappa
0.6643
KB relative information score
463144.9233
Mean absolute error
0.0556
Mean prior absolute error
0.2449
Number of instances
581012
Per class
Precision
0.7036
Per class
Predictive accuracy
0.8129
Prior entropy
2.8074
Recall
0.8129
Per class
Relative absolute error
0.2272
Root mean prior squared error
0.3499
Root mean squared error
0.2275
Root relative squared error
0.6502