Run
1873879

Run 1873879

Task 3494 (Supervised Classification) monks-problems-3 Uploaded 29-03-2017 by Philipp Probst
0 likes downloaded by 0 people 0 issues 0 downvotes , 0 total downloads
  • botV1 mlrRandomBot sciBenchV1.0
Issue #Downvotes for this reason By


Flow

mlr.classif.svm(7)Learner mlr.classif.svm from package(s) e1071.
mlr.classif.svm(7)_cost0.0183750981175278
mlr.classif.svm(7)_gamma0.00579827866975043
mlr.classif.svm(7)_openml.seed1
mlr.classif.svm(7)_openml.kindMersenne-Twister
mlr.classif.svm(7)_openml.normal.kindInversion

Result files

xml
Description

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

arff
Predictions

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

17 Evaluation measures

Area under ROC curve
0.9145
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.7839
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.5781
Cross-validation details (10-fold Crossvalidation)
KB relative information score
320.2435
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.2173
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.4992
Cross-validation details (10-fold Crossvalidation)
Number of instances
554
Per class
Cross-validation details (10-fold Crossvalidation)
Precision
0.8137
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.787
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.9989
Cross-validation details (10-fold Crossvalidation)
Recall
0.787
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.4352
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4996
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.3311
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.6627
Cross-validation details (10-fold Crossvalidation)