DEVELOPMENT... OpenML
Run
191378

Run 191378

Task 6 (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
0.7991
Per class
F measure
0.6038
Per class
Kappa
0.5982
KB relative information score
12168.2027
Mean absolute error
0.0297
Mean prior absolute error
0.074
Number of instances
20000
Per class
OS information
[Sun Microsystems Inc., 1.6.0_20, amd64, Linux, 2.6.35.14-106.fc14.x86_64]
Precision
0.6172
Per class
Predictive accuracy
0.6137
Prior entropy
4.6998
Recall
0.6137
Per class
Relative absolute error
0.4018
Root mean prior squared error
0.1923
Root mean squared error
0.1724
Root relative squared error
0.8965
SciMark benchmark
942.9708
UserCPU time millis
84950
UserCPU time millis testing
80
UserCPU time millis training
84870