DEVELOPMENT... OpenML
Run
190095

Run 190095

Task 145 (Supervised Classification) BNG(cmc,nominal,55296) 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
0.625
Per class
F measure
0.5156
Per class
Kappa
0.2497
KB relative information score
17015.3256
Mean absolute error
0.3217
Mean prior absolute error
0.4309
Number of instances
55296
Per class
OS information
[Oracle Corporation, 1.7.0_75, amd64, Linux, 3.16.0-29-generic]
Precision
0.5251
Per class
Predictive accuracy
0.5175
Prior entropy
1.5394
Recall
0.5175
Per class
Relative absolute error
0.7466
Root mean prior squared error
0.4642
Root mean squared error
0.5672
Root relative squared error
1.222
SciMark benchmark
1290.1085
UserCPU time millis
1116140
UserCPU time millis testing
452900
UserCPU time millis training
663240