DEVELOPMENT... OpenML
Run
191285

Run 191285

Task 282 (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
0.7758
Per class
F measure
0.7753
Per class
Kappa
0.5507
KB relative information score
49.3876
Mean absolute error
0.2247
Mean prior absolute error
0.4981
Number of instances
89
Per class
OS information
[Oracle Corporation, 1.7.0_75, amd64, Linux, 3.16.0-29-generic]
Precision
0.7762
Per class
Predictive accuracy
0.7753
Prior entropy
0.9912
Recall
0.7753
Per class
Relative absolute error
0.4511
Root mean prior squared error
0.5012
Root mean squared error
0.474
Root relative squared error
0.9459
SciMark benchmark
1386.5717
UserCPU time millis
20
UserCPU time millis training
20