DEVELOPMENT... OpenML
Run
191928

Run 191928

Task 3865 (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
0.5007
Per class
F measure
0.7837
Per class
Kappa
0.0012
KB relative information score
-5064.9401
Mean absolute error
0.2399
Mean prior absolute error
0.1891
Number of instances
7485
Per class
OS information
[Sun Microsystems Inc., 1.6.0_20, amd64, Linux, 2.6.35.14-106.fc14.x86_64]
Precision
0.8112
Per class
Predictive accuracy
0.7601
Prior entropy
0.4871
Recall
0.7601
Per class
Relative absolute error
1.2689
Root mean prior squared error
0.3074
Root mean squared error
0.4898
Root relative squared error
1.5934
SciMark benchmark
935.5075
UserCPU time millis
3470
UserCPU time millis testing
60
UserCPU time millis training
3410