DEVELOPMENT... OpenML
Run
188641

Run 188641

Task 3821 (Supervised Classification) segment 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
0.6727
Per class
F measure
0.8862
Per class
Kappa
0.475
KB relative information score
1203.2674
Mean absolute error
0.0935
Mean prior absolute error
0.2451
Number of instances
2310
Per class
OS information
[Oracle Corporation, 1.7.0_75, amd64, Linux, 3.16.0-29-generic]
Precision
0.9157
Per class
Predictive accuracy
0.9065
Prior entropy
0.5925
Recall
0.9065
Per class
Relative absolute error
0.3815
Root mean prior squared error
0.3499
Root mean squared error
0.3058
Root relative squared error
0.8739
SciMark benchmark
1331.6907
UserCPU time millis
3440
UserCPU time millis testing
1670
UserCPU time millis training
1770

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