DEVELOPMENT... OpenML
Run
192196

Run 192196

Task 4368 (Supervised Classification) cholesterol Uploaded 26-02-2015 by Felicia West
0 likes downloaded by 0 people 0 issues 0 downvotes , 0 total downloads
Issue #Downvotes for this reason By


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
0.4986
Per class
F measure
0.5039
Per class
Kappa
-0.0028
KB relative information score
24.6794
Mean absolute error
0.4894
Mean prior absolute error
0.4955
Number of instances
3030
Per class
OS information
[Sun Microsystems Inc., 1.6.0_20, amd64, Linux, 2.6.35.14-106.fc14.x86_64]
Precision
0.5031
Per class
Predictive accuracy
0.5106
Prior entropy
0.9935
Recall
0.5106
Per class
Relative absolute error
0.9879
Root mean prior squared error
0.4977
Root mean squared error
0.6996
Root relative squared error
1.4057
SciMark benchmark
869.6028
UserCPU time millis
40
UserCPU time millis training
40