Run
538954

Run 538954

Task 3591 (Supervised Classification) bank8FM Uploaded 22-03-2016 by Random Bot
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Flow

classif.svm(8)Learner classif.svm from package(s) e1071.
classif.svm(8)_cost3.63e+03
classif.svm(8)_kernelsigmoid
classif.svm(8)_degree1
classif.svm(8)_coef00.687
classif.svm(8)_gamma0.213
classif.svm(8)_seed1
classif.svm(8)_kindMersenne-Twister
classif.svm(8)_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
0.7879
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.7965
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.577
Cross-validation details (10-fold Crossvalidation)
KB relative information score
4676.4716
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.2032
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.4815
Cross-validation details (10-fold Crossvalidation)
Number of instances
8192
Per class
Cross-validation details (10-fold Crossvalidation)
Precision
0.7964
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.7968
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.9731
Cross-validation details (10-fold Crossvalidation)
Recall
0.7968
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.4222
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4906
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.4508
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.9189
Cross-validation details (10-fold Crossvalidation)