DEVELOPMENT... OpenML
Run
192300

Run 192300

Task 4474 (Supervised Classification) chscase_census5 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
0.4715
Per class
F measure
0.4648
Per class
Kappa
-0.0576
KB relative information score
-193.3689
Mean absolute error
0.5233
Mean prior absolute error
0.4994
Number of instances
4000
Per class
OS information
[Sun Microsystems Inc., 1.6.0_20, amd64, Linux, 2.6.35.14-106.fc14.x86_64]
Precision
0.4696
Per class
Predictive accuracy
0.4768
Prior entropy
0.9991
Recall
0.4768
Per class
Relative absolute error
1.0478
Root mean prior squared error
0.4997
Root mean squared error
0.7234
Root relative squared error
1.4476
SciMark benchmark
908.2231
UserCPU time millis
50
UserCPU time millis testing
10
UserCPU time millis training
40