DEVELOPMENT... OpenML
Run
191226

Run 191226

Task 52 (Supervised Classification) heart-statlog 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
0.7083
Per class
F measure
0.7083
Per class
Kappa
0.4129
KB relative information score
109.1555
Mean absolute error
0.2926
Mean prior absolute error
0.4939
Number of instances
270
Per class
OS information
[Oracle Corporation, 1.7.0_75, amd64, Linux, 3.16.0-29-generic]
Precision
0.7114
Per class
Predictive accuracy
0.7074
Prior entropy
0.9912
Recall
0.7074
Per class
Relative absolute error
0.5924
Root mean prior squared error
0.4969
Root mean squared error
0.5409
Root relative squared error
1.0886
SciMark benchmark
1386.5717
UserCPU time millis
30
UserCPU time millis training
30