Run
6776344

Run 6776344

Task 6566 (Supervised Classification) Internet-Advertisements Uploaded 01-09-2017 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)_cost3.13339852397352
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
0.952
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.9604
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.8297
Cross-validation details (10-fold Crossvalidation)
KB relative information score
2304.979
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.0696
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
0.9612
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.9619
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.5848
Cross-validation details (10-fold Crossvalidation)
Recall
0.9619
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.2891
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.347
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.1814
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.5227
Cross-validation details (10-fold Crossvalidation)
SciMark benchmark
1316.1899
UserCPU time millis
519.898
UserCPU time millis testing
13.191
UserCPU time millis training
506.707