DEVELOPMENT... OpenML
Run
188509

Run 188509

Task 1806 (Supervised Classification) haberman 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
0.5781
Per class
F measure
0.7065
Per class
Kappa
0.1988
KB relative information score
469.1733
Mean absolute error
0.2451
Mean prior absolute error
0.39
Number of instances
1530
Per class
OS information
[Oracle Corporation, 1.7.0_75, amd64, Linux, 3.16.0-29-generic]
Precision
0.7271
Per class
Predictive accuracy
0.7549
Prior entropy
0.836
Recall
0.7549
Per class
Relative absolute error
0.6285
Root mean prior squared error
0.4412
Root mean squared error
0.4951
Root relative squared error
1.1222
SciMark benchmark
1073.494
UserCPU time millis
20
UserCPU time millis testing
10
UserCPU time millis training
10