DEVELOPMENT... OpenML
Run
192490

Run 192490

Task 2956 (Supervised Classification) BNG(cmc) Uploaded 26-02-2015 by Felicia West
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Flow

weka.LibLINEAR(1)Rong-En Fan, Kai-Wei Chang, Cho-Jui Hsieh, Xiang-Rui Wang, Chih-Jen Lin (2008). LIBLINEAR - A Library for Large Linear Classification. URL http://www.csie.ntu.edu.tw/~cjlin/liblinear/.
weka.LibLINEAR(1)_S1
weka.LibLINEAR(1)_C1.0
weka.LibLINEAR(1)_E0.001
weka.LibLINEAR(1)_B1.0

Result files

xml
Description

XML file describing the run, including user-defined evaluation measures.

model
Model readable

A human-readable description of the model that was built.

model
Model serialized

A serialized description of the model that can be read by the tool that generated it.

arff
Predictions

ARFF file with instance-level predictions generated by the model.

22 Evaluation measures

Area under ROC curve
0.5737
Per class
F measure
0.4543
Per class
Kappa
0.1498
KB relative information score
122570.2758
Mean absolute error
0.3608
Mean prior absolute error
0.4307
Number of instances
552960
Per class
OS information
[Oracle Corporation, 1.7.0_75, amd64, Linux, 3.16.0-29-generic]
Precision
0.4543
Per class
Predictive accuracy
0.4588
Prior entropy
1.5387
Recall
0.4588
Per class
Relative absolute error
0.8377
Root mean prior squared error
0.4641
Root mean squared error
0.6007
Root relative squared error
1.2944
SciMark benchmark
1315.395
UserCPU time millis
46420
UserCPU time millis testing
70
UserCPU time millis training
46350