DEVELOPMENT... OpenML
Run
188615

Run 188615

Task 3797 (Supervised Classification) socmob 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
0.877
Per class
F measure
0.9229
Per class
Kappa
0.7735
KB relative information score
862.7064
Mean absolute error
0.0761
Mean prior absolute error
0.3451
Number of instances
1156
Per class
OS information
[Oracle Corporation, 1.7.0_75, amd64, Linux, 3.16.0-29-generic]
Precision
0.9225
Per class
Predictive accuracy
0.9239
Prior entropy
0.7637
Recall
0.9239
Per class
Relative absolute error
0.2206
Root mean prior squared error
0.4152
Root mean squared error
0.2759
Root relative squared error
0.6645
SciMark benchmark
1337.7959
UserCPU time millis
140
UserCPU time millis testing
70
UserCPU time millis training
70