Run
158613

Run 158613

Task 189 (Supervised Data Stream Classification) covertype Uploaded 12-02-2015 by Jan van Rijn
0 likes downloaded by 0 people 0 issues 0 downvotes , 0 total downloads
Issue #Downvotes for this reason By


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
0.6605
Per class
Confusion matrix
F measure
0.5287
Per class
Kappa
0.2373
KB relative information score
328104.2341
Mean absolute error
0.119
Mean prior absolute error
0.2449
Number of instances
581012
Per class
Precision
0.5049
Per class
Predictive accuracy
0.5823
Prior entropy
2.8074
Recall
0.5823
Per class
Relative absolute error
0.486
Root mean prior squared error
0.3499
Root mean squared error
0.3283
Root relative squared error
0.9381