DEVELOPMENT... OpenML
Run
191658

Run 191658

Task 3588 (Supervised Classification) pol 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
0.7708
Per class
F measure
0.8109
Per class
Kappa
0.5681
KB relative information score
8524.2116
Mean absolute error
0.1837
Mean prior absolute error
0.4463
Number of instances
15000
Per class
OS information
[Sun Microsystems Inc., 1.6.0_20, amd64, Linux, 2.6.35.14-106.fc14.x86_64]
Precision
0.8131
Per class
Predictive accuracy
0.8163
Prior entropy
0.921
Recall
0.8163
Per class
Relative absolute error
0.4117
Root mean prior squared error
0.4724
Root mean squared error
0.4286
Root relative squared error
0.9074
SciMark benchmark
939.449
UserCPU time millis
2700
UserCPU time millis testing
30
UserCPU time millis training
2670