DEVELOPMENT... OpenML
Run
191281

Run 191281

Task 280 (Supervised Classification) heart-h 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
0.7919
Per class
F measure
0.8351
Per class
Kappa
0.6352
KB relative information score
59.2534
Mean absolute error
0.0619
Mean prior absolute error
0.1867
Number of instances
97
Per class
OS information
[Sun Microsystems Inc., 1.6.0_20, amd64, Linux, 2.6.35.14-106.fc14.x86_64]
Precision
0.8643
Per class
Predictive accuracy
0.8454
Prior entropy
1.0314
Recall
0.8454
Per class
Relative absolute error
0.3312
Root mean prior squared error
0.3038
Root mean squared error
0.2487
Root relative squared error
0.8188
SciMark benchmark
939.449
UserCPU time millis
40
UserCPU time millis training
40