DEVELOPMENT... OpenML
Run
191595

Run 191595

Task 3562 (Supervised Classification) lupus 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
0.675
Per class
F measure
0.6889
Per class
Kappa
0.3516
KB relative information score
29.9345
Mean absolute error
0.3103
Mean prior absolute error
0.4813
Number of instances
87
Per class
OS information
[Sun Microsystems Inc., 1.6.0_20, amd64, Linux, 2.6.35.14-106.fc14.x86_64]
Precision
0.6883
Per class
Predictive accuracy
0.6897
Prior entropy
0.9735
Recall
0.6897
Per class
Relative absolute error
0.6448
Root mean prior squared error
0.4904
Root mean squared error
0.5571
Root relative squared error
1.1361
SciMark benchmark
939.449