DEVELOPMENT... OpenML
Run
191942

Run 191942

Task 3881 (Supervised Classification) ipums_la_99-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
0.5179
Per class
F measure
0.8893
Per class
Kappa
0.0392
KB relative information score
-2185.7349
Mean absolute error
0.1058
Mean prior absolute error
0.1203
Number of instances
8844
Per class
OS information
[Sun Microsystems Inc., 1.6.0_20, amd64, Linux, 2.6.35.14-106.fc14.x86_64]
Precision
0.8846
Per class
Predictive accuracy
0.8942
Prior entropy
0.3444
Recall
0.8942
Per class
Relative absolute error
0.8799
Root mean prior squared error
0.2452
Root mean squared error
0.3253
Root relative squared error
1.327
SciMark benchmark
938.343
UserCPU time millis
4260
UserCPU time millis testing
60
UserCPU time millis training
4200