DEVELOPMENT... OpenML
Run
188748

Run 188748

Task 219 (Supervised Classification) electricity Uploaded 25-02-2015 by Jason
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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
0.7291
Per class
F measure
0.7446
Per class
Kappa
0.4754
KB relative information score
22174.48
Mean absolute error
0.247
Mean prior absolute error
0.4886
Number of instances
45312
Per class
OS information
[Oracle Corporation, 1.7.0_65, amd64, Linux, 3.16.0-29-generic]
Precision
0.7592
Per class
Predictive accuracy
0.753
Prior entropy
0.9835
Recall
0.753
Per class
Relative absolute error
0.5055
Root mean prior squared error
0.4943
Root mean squared error
0.497
Root relative squared error
1.0055
SciMark benchmark
1028.5889
UserCPU time millis
511790
UserCPU time millis testing
189730
UserCPU time millis training
322060