Run
7906058

Run 7906058

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)_cost0.0012092175492109
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
0.8
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.7584
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.4077
Cross-validation details (10-fold Crossvalidation)
KB relative information score
1348.946
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.312
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
0.7557
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.7631
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.8733
Cross-validation details (10-fold Crossvalidation)
Recall
0.7631
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.7523
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4554
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.4005
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.8794
Cross-validation details (10-fold Crossvalidation)
SciMark benchmark
1314.7305
UserCPU time millis
31.296
UserCPU time millis testing
0.532
UserCPU time millis training
30.764