Run
538692

Run 538692

Task 3812 (Supervised Classification) arsenic-female-bladder Uploaded 21-03-2016 by Random Bot
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Flow

classif.svm(9)Learner classif.svm from package(s) e1071.
classif.svm(9)_cost0.00144
classif.svm(9)_degree1
classif.svm(9)_coef00.409
classif.svm(9)_gamma0.000167
classif.svm(9)_seed1
classif.svm(9)_kindMersenne-Twister
classif.svm(9)_normal.kindInversion

Result files

Description

XML file describing the run, including user-defined evaluation measures.

Predictions

ARFF file with instance-level predictions generated by the model.

17 Evaluation measures

Area under ROC curve
0.5
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.7908
Per class
Cross-validation details (10-fold Crossvalidation)
KB relative information score
150.7057
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.1431
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.2462
Cross-validation details (10-fold Crossvalidation)
Number of instances
559
Per class
Cross-validation details (10-fold Crossvalidation)
Precision
0.7343
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.8569
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.5956
Cross-validation details (10-fold Crossvalidation)
Recall
0.8569
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.5814
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.3502
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.3783
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
1.0803
Cross-validation details (10-fold Crossvalidation)