Run
8414232

Run 8414232

Task 145854 (Supervised Classification) nomao Uploaded 02-11-2017 by OpenML_Bot R
0 likes downloaded by 0 people 0 issues 0 downvotes , 0 total downloads
Issue #Downvotes for this reason By


Flow

mlr.classif.svm(6)Learner mlr.classif.svm from package(s) e1071.
mlr.classif.svm(6)_cost0.00728093686923791
mlr.classif.svm(6)_kernellinear
mlr.classif.svm(6)_openml.seed1
mlr.classif.svm(6)_openml.kindMersenne-Twister
mlr.classif.svm(6)_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.

21 Evaluation measures

Area under ROC curve
0.9866
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.9471
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.8702
Cross-validation details (10-fold Crossvalidation)
KB relative information score
28006.4483
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.0778
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.4081
Cross-validation details (10-fold Crossvalidation)
Number of instances
34465
Per class
Cross-validation details (10-fold Crossvalidation)
Precision
0.947
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.9471
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.863
Cross-validation details (10-fold Crossvalidation)
Recall
0.9471
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.1907
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4517
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.1974
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.437
Cross-validation details (10-fold Crossvalidation)
SciMark benchmark
1213.6989
UserCPU time millis
17064.896
UserCPU time millis testing
140.657
UserCPU time millis training
16924.239