DEVELOPMENT... OpenML
Run
191558

Run 191558

Task 3516 (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
0.874
Per class
F measure
0.7673
Per class
Kappa
0.5859
KB relative information score
3543.6902
Mean absolute error
0.066
Mean prior absolute error
0.1598
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
0.7658
Per class
Predictive accuracy
0.769
Prior entropy
1.7643
Recall
0.769
Per class
Relative absolute error
0.413
Root mean prior squared error
0.2826
Root mean squared error
0.2569
Root relative squared error
0.9091
SciMark benchmark
939.449
UserCPU time millis
6210
UserCPU time millis testing
1220
UserCPU time millis training
4990