DEVELOPMENT... OpenML
Run
194283

Run 194283

Task 1886 (Supervised Classification) letter 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
0.7748
Per class
F measure
0.5635
Per class
Kappa
0.5495
KB relative information score
112205.7322
Mean absolute error
0.0333
Mean prior absolute error
0.074
Number of instances
200000
Per class
OS information
[Oracle Corporation, 1.7.0_75, amd64, Linux, 3.16.0-29-generic]
Precision
0.5644
Per class
Predictive accuracy
0.5669
Prior entropy
4.6998
Recall
0.5669
Per class
Relative absolute error
0.4505
Root mean prior squared error
0.1923
Root mean squared error
0.1825
Root relative squared error
0.9492
SciMark benchmark
1250.8301
UserCPU time millis
127060
UserCPU time millis testing
60
UserCPU time millis training
127000