Run
6663281

Run 6663281

Task 6566 (Supervised Classification) Internet-Advertisements Uploaded 31-08-2017 by OpenML_Bot R
0 likes downloaded by 0 people 0 issues 0 downvotes , 0 total downloads
  • AzureBot7 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)_cost0.188456440862089
mlr.classif.svm(6)_gamma72.2387966299588
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
0.7794
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.863
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.3468
Cross-validation details (10-fold Crossvalidation)
KB relative information score
243.0753
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.183
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.2409
Cross-validation details (10-fold Crossvalidation)
Number of instances
3279
Per class
Cross-validation details (10-fold Crossvalidation)
Precision
0.9025
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.8927
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.5848
Cross-validation details (10-fold Crossvalidation)
Recall
0.8927
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.7594
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.347
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.2989
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.8616
Cross-validation details (10-fold Crossvalidation)
SciMark benchmark
1265.2069
UserCPU time millis
3473.088
UserCPU time millis testing
58.79
UserCPU time millis training
3414.298