Run
7917725

Run 7917725

Task 14971 (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
  • AzureBot15 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)_cost0.00231852035197189
mlr.classif.svm(6)_gamma1.32635406423056
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
0.5593
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.7577
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.0104
Cross-validation details (10-fold Crossvalidation)
KB relative information score
-1090.3877
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.2771
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
0.8001
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.8321
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.6541
Cross-validation details (10-fold Crossvalidation)
Recall
0.8321
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.9891
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.3742
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.3724
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.9952
Cross-validation details (10-fold Crossvalidation)
SciMark benchmark
1288.7978
UserCPU time millis
4321.432
UserCPU time millis testing
25.584
UserCPU time millis training
4295.848