DEVELOPMENT... OpenML
Run
191571

Run 191571

Task 3531 (Supervised Classification) la1s.wc 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
0.9286
Per class
F measure
0.8845
Per class
Kappa
0.8555
KB relative information score
2758.763
Mean absolute error
0.0385
Mean prior absolute error
0.2665
Number of instances
3204
Per class
OS information
[Sun Microsystems Inc., 1.6.0_20, amd64, Linux, 2.6.35.14-106.fc14.x86_64]
Precision
0.8848
Per class
Predictive accuracy
0.8845
Prior entropy
2.4437
Recall
0.8845
Per class
Relative absolute error
0.1444
Root mean prior squared error
0.365
Root mean squared error
0.1962
Root relative squared error
0.5375
SciMark benchmark
916.5955
UserCPU time millis
2140
UserCPU time millis testing
30
UserCPU time millis training
2110