DEVELOPMENT... OpenML
Run
191677

Run 191677

Task 3644 (Supervised Classification) bodyfat 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
0.7371
Per class
F measure
0.7371
Per class
Kappa
0.4751
KB relative information score
119.952
Mean absolute error
0.2619
Mean prior absolute error
0.4999
Number of instances
252
Per class
OS information
[Sun Microsystems Inc., 1.6.0_20, amd64, Linux, 2.6.35.14-106.fc14.x86_64]
Precision
0.7406
Per class
Predictive accuracy
0.7381
Prior entropy
0.9998
Recall
0.7381
Per class
Relative absolute error
0.5239
Root mean prior squared error
0.4999
Root mean squared error
0.5118
Root relative squared error
1.0237
SciMark benchmark
942.6843
UserCPU time millis
40
UserCPU time millis training
40