DEVELOPMENT... OpenML
Run
191322

Run 191322

Task 1795 (Supervised Classification) credit-g 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
0.5232
Per class
F measure
0.567
Per class
Kappa
0.0416
KB relative information score
-740.0264
Mean absolute error
0.4496
Mean prior absolute error
0.4202
Number of instances
5000
Per class
OS information
[Sun Microsystems Inc., 1.6.0_20, amd64, Linux, 2.6.35.14-106.fc14.x86_64]
Precision
0.5988
Per class
Predictive accuracy
0.5504
Prior entropy
0.8818
Recall
0.5504
Per class
Relative absolute error
1.0701
Root mean prior squared error
0.4583
Root mean squared error
0.6705
Root relative squared error
1.4632
SciMark benchmark
916.9356
UserCPU time millis
210
UserCPU time millis training
210