DEVELOPMENT... OpenML
Run
194921

Run 194921

Task 4212 (Supervised Classification) vehicle_sensIT 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
0.8543
Per class
F measure
0.8537
Per class
Kappa
0.7087
KB relative information score
698264
Mean absolute error
0.1457
Mean prior absolute error
0.5
Number of instances
985280
Per class
OS information
[Sun Microsystems Inc., 1.6.0_20, amd64, Linux, 2.6.35.14-106.fc14.x86_64]
Precision
0.8605
Per class
Predictive accuracy
0.8543
Prior entropy
1
Recall
0.8543
Per class
Relative absolute error
0.2913
Root mean prior squared error
0.5
Root mean squared error
0.3816
Root relative squared error
0.7633
SciMark benchmark
940.3347
UserCPU time millis
139980
UserCPU time millis testing
450
UserCPU time millis training
139530