DEVELOPMENT... OpenML
Run
191550

Run 191550

Task 3513 (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
0.8919
Per class
F measure
0.799
Per class
Kappa
0.6322
KB relative information score
4679.8085
Mean absolute error
0.0572
Mean prior absolute error
0.1558
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
0.7985
Per class
Predictive accuracy
0.7998
Prior entropy
1.7594
Recall
0.7998
Per class
Relative absolute error
0.3672
Root mean prior squared error
0.2791
Root mean squared error
0.2392
Root relative squared error
0.8571
SciMark benchmark
942.9708
UserCPU time millis
6350
UserCPU time millis testing
1040
UserCPU time millis training
5310

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