DEVELOPMENT... OpenML
Run
192088

Run 192088

Task 4221 (Supervised Classification) ipums_la_98-small 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
0.8758
Per class
F measure
0.7704
Per class
Kappa
0.5915
KB relative information score
35939.6758
Mean absolute error
0.0651
Mean prior absolute error
0.1598
Number of instances
74850
Per class
OS information
[Oracle Corporation, 1.7.0_75, amd64, Linux, 3.16.0-29-generic]
Precision
0.769
Per class
Predictive accuracy
0.7721
Prior entropy
1.7643
Recall
0.7721
Per class
Relative absolute error
0.4076
Root mean prior squared error
0.2826
Root mean squared error
0.2552
Root relative squared error
0.9031
SciMark benchmark
1331.6907
UserCPU time millis
3700
UserCPU time millis testing
590
UserCPU time millis training
3110