DEVELOPMENT... OpenML
Run
191853

Run 191853

Task 3814 (Supervised Classification) arsenic-male-lung 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
0.7308
Per class
F measure
0.9852
Per class
Kappa
0.6261
KB relative information score
306.3608
Mean absolute error
0.0125
Mean prior absolute error
0.0471
Number of instances
559
Per class
OS information
[Sun Microsystems Inc., 1.6.0_20, amd64, Linux, 2.6.35.14-106.fc14.x86_64]
Precision
0.9876
Per class
Predictive accuracy
0.9875
Prior entropy
0.1684
Recall
0.9875
Per class
Relative absolute error
0.2661
Root mean prior squared error
0.1507
Root mean squared error
0.1119
Root relative squared error
0.7424
SciMark benchmark
942.9708