DEVELOPMENT... OpenML
Run
188497

Run 188497

Task 280 (Supervised Classification) heart-h Uploaded 25-02-2015 by Felicia West
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Flow

weka.LibSVM(2)Yasser EL-Manzalawy (2005). WLSVM. URL http://www.cs.iastate.edu/~yasser/wlsvm/. Chih-Chung Chang, Chih-Jen Lin (2001). LIBSVM - A Library for Support Vector Machines. URL http://www.csie.ntu.edu.tw/~cjlin/libsvm/.
weka.LibSVM(2)_S0
weka.LibSVM(2)_K2
weka.LibSVM(2)_D3
weka.LibSVM(2)_G0.0
weka.LibSVM(2)_R0.0
weka.LibSVM(2)_C1.0
weka.LibSVM(2)_N0.5
weka.LibSVM(2)_P0.1
weka.LibSVM(2)_M40.0
weka.LibSVM(2)_E0.001
weka.LibSVM(2)_model/Users/joa/Downloads/weka-3-7-12
weka.LibSVM(2)_seed1

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
0.5
Per class
F measure
0.4985
Per class
KB relative information score
18.0953
Mean absolute error
0.1443
Mean prior absolute error
0.1867
Number of instances
97
Per class
OS information
[Oracle Corporation, 1.7.0_75, amd64, Linux, 3.16.0-29-generic]
Precision
0.4085
Per class
Predictive accuracy
0.6392
Prior entropy
1.0314
Recall
0.6392
Per class
Relative absolute error
0.7729
Root mean prior squared error
0.3038
Root mean squared error
0.3799
Root relative squared error
1.2507
SciMark benchmark
1310.3951
UserCPU time millis
60
UserCPU time millis testing
20
UserCPU time millis training
40