DEVELOPMENT... OpenML
Run
192227

Run 192227

Task 4401 (Supervised Classification) autoMpg 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
0.7437
Per class
F measure
0.7417
Per class
Kappa
0.4848
KB relative information score
1916.4926
Mean absolute error
0.2583
Mean prior absolute error
0.4987
Number of instances
3980
Per class
OS information
[Sun Microsystems Inc., 1.6.0_20, amd64, Linux, 2.6.35.14-106.fc14.x86_64]
Precision
0.7458
Per class
Predictive accuracy
0.7417
Prior entropy
0.9982
Recall
0.7417
Per class
Relative absolute error
0.5179
Root mean prior squared error
0.4994
Root mean squared error
0.5082
Root relative squared error
1.0177
SciMark benchmark
938.343
UserCPU time millis
30
UserCPU time millis training
30