DEVELOPMENT... OpenML
Run
191386

Run 191386

Task 1919 (Supervised Classification) sonar 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
0.7774
Per class
F measure
0.7802
Per class
Kappa
0.558
KB relative information score
1164.0088
Mean absolute error
0.2188
Mean prior absolute error
0.4978
Number of instances
2080
Per class
OS information
[Sun Microsystems Inc., 1.6.0_20, amd64, Linux, 2.6.35.14-106.fc14.x86_64]
Precision
0.7821
Per class
Predictive accuracy
0.7813
Prior entropy
0.9968
Recall
0.7813
Per class
Relative absolute error
0.4395
Root mean prior squared error
0.4989
Root mean squared error
0.4677
Root relative squared error
0.9375
SciMark benchmark
916.5955
UserCPU time millis
20
UserCPU time millis testing
10
UserCPU time millis training
10