DEVELOPMENT... OpenML
Run
191344

Run 191344

Task 1819 (Supervised Classification) vote 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
0.949
Per class
F measure
0.9504
Per class
Kappa
0.8955
KB relative information score
1941.3103
Mean absolute error
0.0497
Mean prior absolute error
0.4742
Number of instances
2175
Per class
OS information
[Sun Microsystems Inc., 1.6.0_20, amd64, Linux, 2.6.35.14-106.fc14.x86_64]
Precision
0.9505
Per class
Predictive accuracy
0.9503
Prior entropy
0.9627
Recall
0.9503
Per class
Relative absolute error
0.1047
Root mean prior squared error
0.4869
Root mean squared error
0.2228
Root relative squared error
0.4577
SciMark benchmark
939.449
UserCPU time millis
10
UserCPU time millis training
10