DEVELOPMENT... OpenML
Run
191591

Run 191591

Task 3552 (Supervised Classification) analcatdata_creditscore 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
0.9932
Per class
F measure
0.9901
Per class
Kappa
0.9749
KB relative information score
96.5084
Mean absolute error
0.01
Mean prior absolute error
0.3963
Number of instances
100
Per class
OS information
[Oracle Corporation, 1.7.0_75, amd64, Linux, 3.16.0-29-generic]
Precision
0.9904
Per class
Predictive accuracy
0.99
Prior entropy
0.8479
Recall
0.99
Per class
Relative absolute error
0.0252
Root mean prior squared error
0.444
Root mean squared error
0.1
Root relative squared error
0.2252
SciMark benchmark
1331.6907