DEVELOPMENT... OpenML
Run
188690

Run 188690

Task 3840 (Supervised Classification) letter 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
0.9778
Per class
F measure
0.998
Per class
Kappa
0.9739
KB relative information score
19220.5103
Mean absolute error
0.002
Mean prior absolute error
0.078
Number of instances
20000
Per class
OS information
[Oracle Corporation, 1.7.0_75, amd64, Linux, 3.16.0-29-generic]
Precision
0.998
Per class
Predictive accuracy
0.998
Prior entropy
0.2455
Recall
0.998
Per class
Relative absolute error
0.0256
Root mean prior squared error
0.1975
Root mean squared error
0.0447
Root relative squared error
0.2265
SciMark benchmark
1368.9272
UserCPU time millis
51870
UserCPU time millis testing
7120
UserCPU time millis training
44750