DEVELOPMENT... OpenML
Run
191329

Run 191329

Task 1801 (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
0.5466
Per class
F measure
0.602
Per class
Kappa
0.1058
KB relative information score
688.079
Mean absolute error
0.3583
Mean prior absolute error
0.4545
Number of instances
3840
Per class
OS information
[Sun Microsystems Inc., 1.6.0_20, amd64, Linux, 2.6.35.14-106.fc14.x86_64]
Precision
0.6054
Per class
Predictive accuracy
0.6417
Prior entropy
0.9335
Recall
0.6417
Per class
Relative absolute error
0.7884
Root mean prior squared error
0.4766
Root mean squared error
0.5986
Root relative squared error
1.2559
SciMark benchmark
916.9356
UserCPU time millis
80
UserCPU time millis training
80