Run
1842385

Run 1842385

Task 125969 (Supervised Classification) SpeedDating Uploaded 05-12-2016 by Marten Kenbeek
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Flow

weka.LibSVM(9)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(9)_S0
weka.LibSVM(9)_K2
weka.LibSVM(9)_D3
weka.LibSVM(9)_G0.0
weka.LibSVM(9)_R0.0
weka.LibSVM(9)_C1.0
weka.LibSVM(9)_N0.5
weka.LibSVM(9)_P0.1
weka.LibSVM(9)_M40.0
weka.LibSVM(9)_E0.001
weka.LibSVM(9)_W1.0 50.0
weka.LibSVM(9)_modelC:\Program Files\Weka-3-7
weka.LibSVM(9)_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.

17 Evaluation measures

Area under ROC curve
0.727
Per class
Cross-validation details (10-fold Crossvalidation)
Average cost
0.2479
Cross-validation details (10-fold Crossvalidation)
F measure
0.8281
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.4095
Cross-validation details (10-fold Crossvalidation)
KB relative information score
1688.9461
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.1801
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.2752
Cross-validation details (10-fold Crossvalidation)
Number of instances
8378
Per class
Cross-validation details (10-fold Crossvalidation)
Precision
0.84
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.8199
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.6457
Cross-validation details (10-fold Crossvalidation)
Recall
0.8199
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.6544
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.3709
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.4244
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
1.1442
Cross-validation details (10-fold Crossvalidation)
Total cost
2077
Cross-validation details (10-fold Crossvalidation)