Run
7897000

Run 7897000

Task 145857 (Supervised Classification) phoneme Uploaded 10-09-2017 by OpenML_Bot R
0 likes downloaded by 0 people 0 issues 0 downvotes , 0 total downloads
  • AzureBot21 botV1 mlrRandomBot sciBenchV1.0
Issue #Downvotes for this reason By


Flow

mlr.classif.svm(6)Learner mlr.classif.svm from package(s) e1071.
mlr.classif.svm(6)_cost293.623766302787
mlr.classif.svm(6)_gamma580.27819156342
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
0.7699
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.6871
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.2215
Cross-validation details (10-fold Crossvalidation)
KB relative information score
943.4215
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.3373
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
0.8063
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.7546
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.8733
Cross-validation details (10-fold Crossvalidation)
Recall
0.7546
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.8133
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4554
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.4083
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.8967
Cross-validation details (10-fold Crossvalidation)
SciMark benchmark
1345.382
UserCPU time millis
232.061
UserCPU time millis testing
0.785
UserCPU time millis training
231.276