Run
7930291

Run 7930291

Task 7295 (Supervised Classification) Click_prediction_small Uploaded 10-09-2017 by OpenML_Bot R
0 likes downloaded by 0 people 0 issues 0 downvotes , 0 total downloads
  • AzureBot8 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)_cost0.0236054786453861
mlr.classif.svm(6)_gamma1.0009000311418
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
0.5564
Per class
Cross-validation details (10-fold Crossvalidation)
Average cost
16.7593
Cross-validation details (10-fold Crossvalidation)
F measure
0.7569
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.0073
Cross-validation details (10-fold Crossvalidation)
KB relative information score
-425.9052
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.2781
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.2801
Cross-validation details (10-fold Crossvalidation)
Number of instances
39948
Per class
Cross-validation details (10-fold Crossvalidation)
Precision
0.7839
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.8317
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.6541
Cross-validation details (10-fold Crossvalidation)
Recall
0.8317
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.9926
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.3742
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.373
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.9968
Cross-validation details (10-fold Crossvalidation)
SciMark benchmark
1312.3517
Total cost
669500
Cross-validation details (10-fold Crossvalidation)
UserCPU time millis
8143.781
UserCPU time millis testing
31.493
UserCPU time millis training
8112.288