DEVELOPMENT... OpenML
Run
191623

Run 191623

Task 3517 (Supervised Classification) ipums_la_97-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
0.6488
Per class
F measure
0.4052
Per class
Kappa
0.2895
KB relative information score
2252.0279
Mean absolute error
0.147
Mean prior absolute error
0.2082
Number of instances
7019
Per class
OS information
[Sun Microsystems Inc., 1.6.0_20, amd64, Linux, 2.6.35.14-106.fc14.x86_64]
Precision
0.4003
Per class
Predictive accuracy
0.4119
Prior entropy
2.7591
Recall
0.4119
Per class
Relative absolute error
0.7063
Root mean prior squared error
0.3226
Root mean squared error
0.3834
Root relative squared error
1.1886
SciMark benchmark
938.343
UserCPU time millis
12930
UserCPU time millis testing
270
UserCPU time millis training
12660