Run
164928

Run 164928

Task 6801 (Supervised Data Stream Classification) vehicle_sensIT Uploaded 17-02-2015 by Jan van Rijn
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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
0.8433
Per class
Confusion matrix
F measure
0.8418
Per class
Kappa
0.6848
KB relative information score
67465.7592
Mean absolute error
0.1576
Mean prior absolute error
0.5
Number of instances
98528
Per class
Precision
0.8477
Per class
Predictive accuracy
0.8424
Prior entropy
1
Recall
0.8424
Per class
Relative absolute error
0.3153
Root mean prior squared error
0.5
Root mean squared error
0.3965
Root relative squared error
0.7929