DEVELOPMENT... OpenML
Run
191211

Run 191211

Task 37 (Supervised Classification) diabetes 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
0.5586
Per class
F measure
0.5982
Per class
Kappa
0.1168
KB relative information score
60.2277
Mean absolute error
0.4023
Mean prior absolute error
0.4545
Number of instances
768
Per class
OS information
[Oracle Corporation, 1.7.0_75, amd64, Linux, 3.16.0-29-generic]
Precision
0.5987
Per class
Predictive accuracy
0.5977
Prior entropy
0.9335
Recall
0.5977
Per class
Relative absolute error
0.8853
Root mean prior squared error
0.4766
Root mean squared error
0.6343
Root relative squared error
1.3308
SciMark benchmark
1304.9611
UserCPU time millis
60
UserCPU time millis training
60