OpenML
2362491

Run 2362491

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)_cost543.665359913605
mlr.classif.svm(7)_kernelpolynomial
mlr.classif.svm(7)_degree4
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
0.856
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.7417
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.348
Cross-validation details (10-fold Crossvalidation)
KB relative information score
1454.7251
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.3029
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
0.7778
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.7759
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.8733
Cross-validation details (10-fold Crossvalidation)
Recall
0.7759
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.7304
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4554
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.383
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.8411
Cross-validation details (10-fold Crossvalidation)
SciMark benchmark
1735.1328
UserCPU time millis
1002.972
UserCPU time millis testing
0.257
UserCPU time millis training
1002.715