Run
2362383

Run 2362383

Task 145857 (Supervised Classification) phoneme Uploaded 30-05-2017 by OpenML_Bot R
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)_cost19.4000371873305
mlr.classif.svm(7)_gamma484.401962289596
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.

21 Evaluation measures

Area under ROC curve
0.7876
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.6935
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.2361
Cross-validation details (10-fold Crossvalidation)
KB relative information score
998.1605
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.3309
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.4147
Cross-validation details (10-fold Crossvalidation)
Number of instances
5404
Per class
Cross-validation details (10-fold Crossvalidation)
Precision
0.8055
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.7578
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.8733
Cross-validation details (10-fold Crossvalidation)
Recall
0.7578
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.7977
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4554
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.4036
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.8863
Cross-validation details (10-fold Crossvalidation)
SciMark benchmark
1742.5118
UserCPU time millis
224.755
UserCPU time millis testing
0.961
UserCPU time millis training
223.794