DEVELOPMENT... OpenML
Run
191183

Run 191183

Task 7 (Supervised Classification) audiology Uploaded 26-02-2015 by Felicia West
0 likes downloaded by 0 people 0 issues 0 downvotes , 0 total downloads
Issue #Downvotes for this reason By


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
0.904
Per class
F measure
0.8081
Per class
Kappa
0.8028
KB relative information score
163.0863
Mean absolute error
0.014
Mean prior absolute error
0.0724
Number of instances
226
Per class
OS information
[Oracle Corporation, 1.7.0_75, amd64, Linux, 3.16.0-29-generic]
Precision
0.7937
Per class
Predictive accuracy
0.8319
Prior entropy
3.6349
Recall
0.8319
Per class
Relative absolute error
0.1936
Root mean prior squared error
0.1893
Root mean squared error
0.1184
Root relative squared error
0.6253
SciMark benchmark
1250.8301
UserCPU time millis
10
UserCPU time millis training
10