Run
7908508

Run 7908508

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)_cost708.444628381775
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
0.7551
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.7099
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.2694
Cross-validation details (10-fold Crossvalidation)
KB relative information score
983.8619
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.3392
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
0.7146
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.737
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.8733
Cross-validation details (10-fold Crossvalidation)
Recall
0.737
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.8178
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4554
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.4212
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.925
Cross-validation details (10-fold Crossvalidation)
SciMark benchmark
1319.2415
UserCPU time millis
1661.695
UserCPU time millis testing
0.541
UserCPU time millis training
1661.154