DEVELOPMENT... OpenML
Run
191407

Run 191407

Task 1933 (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
0.7856
Per class
F measure
0.6749
Per class
Kappa
0.5723
KB relative information score
5195.4837
Mean absolute error
0.1604
Mean prior absolute error
0.3748
Number of instances
8460
Per class
OS information
[Sun Microsystems Inc., 1.6.0_20, amd64, Linux, 2.6.35.14-106.fc14.x86_64]
Precision
0.6724
Per class
Predictive accuracy
0.6792
Prior entropy
1.9991
Recall
0.6792
Per class
Relative absolute error
0.4279
Root mean prior squared error
0.4329
Root mean squared error
0.4005
Root relative squared error
0.9251
SciMark benchmark
916.5955
UserCPU time millis
510
UserCPU time millis training
510