Run
592417

Run 592417

Task 3893 (Supervised Classification) sylva_prior Uploaded 15-06-2016 by Jan van Rijn
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Flow

weka.LibSVM(7)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(7)_S0
weka.LibSVM(7)_K1
weka.LibSVM(7)_D3
weka.LibSVM(7)_G0.0
weka.LibSVM(7)_R0.0
weka.LibSVM(7)_C1.0
weka.LibSVM(7)_N0.5
weka.LibSVM(7)_P0.1
weka.LibSVM(7)_M40.0
weka.LibSVM(7)_E0.001
weka.LibSVM(7)_model/local/rijnjnvan/weka-3-7-13/D:\Weka-3-7
weka.LibSVM(7)_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
0.9354
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.9857
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.8755
Cross-validation details (10-fold Crossvalidation)
KB relative information score
11846.7765
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.0143
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.1156
Cross-validation details (10-fold Crossvalidation)
Number of instances
14395
Per class
Cross-validation details (10-fold Crossvalidation)
OS information
[Oracle Corporation, 1.8.0_91, amd64, Linux, 3.10.0-327.10.1.el7.x86_64]
Precision
0.9856
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.9857
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.3338
Cross-validation details (10-fold Crossvalidation)
Recall
0.9857
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.1238
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.2403
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.1196
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.4978
Cross-validation details (10-fold Crossvalidation)
SciMark benchmark
1674.1829
UserCPU time millis
24080
Cross-validation details (10-fold Crossvalidation)
UserCPU time millis testing
1130
Cross-validation details (10-fold Crossvalidation)
UserCPU time millis training
22950
Cross-validation details (10-fold Crossvalidation)