DEVELOPMENT... OpenML
Run
191458

Run 191458

Task 2922 (Supervised Classification) lung-cancer 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
0.6157
Per class
F measure
0.6901
Per class
Kappa
0.2322
KB relative information score
57.1382
Mean absolute error
0.3094
Mean prior absolute error
0.4099
Number of instances
320
Per class
OS information
[Sun Microsystems Inc., 1.6.0_20, amd64, Linux, 2.6.35.14-106.fc14.x86_64]
Precision
0.6896
Per class
Predictive accuracy
0.6906
Prior entropy
0.874
Recall
0.6906
Per class
Relative absolute error
0.7547
Root mean prior squared error
0.4498
Root mean squared error
0.5562
Root relative squared error
1.2366
SciMark benchmark
939.449