DEVELOPMENT... OpenML
Run
191400

Run 191400

Task 1935 (Supervised Classification) vote 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
0.9605
Per class
F measure
0.9619
Per class
Kappa
0.9196
KB relative information score
3990.4479
Mean absolute error
0.0382
Mean prior absolute error
0.4742
Number of instances
4350
Per class
OS information
[Sun Microsystems Inc., 1.6.0_20, amd64, Linux, 2.6.35.14-106.fc14.x86_64]
Precision
0.9619
Per class
Predictive accuracy
0.9618
Prior entropy
0.9627
Recall
0.9618
Per class
Relative absolute error
0.0805
Root mean prior squared error
0.4869
Root mean squared error
0.1953
Root relative squared error
0.4012
SciMark benchmark
942.9518
UserCPU time millis
10
UserCPU time millis training
10