Run
7897435

Run 7897435

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)_cost36.7230453170004
mlr.classif.svm(6)_gamma102.685690095192
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
0.9164
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.7867
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.4617
Cross-validation details (10-fold Crossvalidation)
KB relative information score
2076.0884
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.2508
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
0.8272
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.8122
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.8733
Cross-validation details (10-fold Crossvalidation)
Recall
0.8122
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.6046
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4554
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.3473
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.7627
Cross-validation details (10-fold Crossvalidation)
SciMark benchmark
1327.691
UserCPU time millis
249.318
UserCPU time millis testing
1.041
UserCPU time millis training
248.277