DEVELOPMENT... OpenML
Run
191345

Run 191345

Task 1817 (Supervised Classification) vehicle 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
0.7973
Per class
F measure
0.6842
Per class
Kappa
0.5959
KB relative information score
2687.6657
Mean absolute error
0.1514
Mean prior absolute error
0.3748
Number of instances
4230
Per class
OS information
[Sun Microsystems Inc., 1.6.0_20, amd64, Linux, 2.6.35.14-106.fc14.x86_64]
Precision
0.684
Per class
Predictive accuracy
0.6972
Prior entropy
1.9991
Recall
0.6972
Per class
Relative absolute error
0.404
Root mean prior squared error
0.4329
Root mean squared error
0.3891
Root relative squared error
0.8988
SciMark benchmark
938.9967
UserCPU time millis
460
UserCPU time millis testing
10
UserCPU time millis training
450