DEVELOPMENT... OpenML
Run
192062

Run 192062

Task 2936 (Supervised Classification) adult 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
0.4999
Per class
F measure
0.6496
Per class
Kappa
-0.0002
KB relative information score
-15137.642
Mean absolute error
0.333
Mean prior absolute error
0.3641
Number of instances
488420
Per class
OS information
[Sun Microsystems Inc., 1.6.0_20, amd64, Linux, 2.6.35.14-106.fc14.x86_64]
Precision
0.6359
Per class
Predictive accuracy
0.667
Prior entropy
0.7939
Recall
0.667
Per class
Relative absolute error
0.9147
Root mean prior squared error
0.4266
Root mean squared error
0.5771
Root relative squared error
1.3526
SciMark benchmark
912.5006
UserCPU time millis
21980
UserCPU time millis testing
160
UserCPU time millis training
21820