DEVELOPMENT... OpenML
Run
191341

Run 191341

Task 1816 (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
0.679
Per class
F measure
0.6613
Per class
Kappa
0.3451
KB relative information score
427.7153
Mean absolute error
0.3356
Mean prior absolute error
0.4939
Number of instances
1350
Per class
OS information
[Sun Microsystems Inc., 1.6.0_20, amd64, Linux, 2.6.35.14-106.fc14.x86_64]
Precision
0.6967
Per class
Predictive accuracy
0.6644
Prior entropy
0.9912
Recall
0.6644
Per class
Relative absolute error
0.6794
Root mean prior squared error
0.4969
Root mean squared error
0.5793
Root relative squared error
1.1658
SciMark benchmark
939.449
UserCPU time millis
60
UserCPU time millis testing
10
UserCPU time millis training
50