Run
8437000

Run 8437000

Task 14971 (Supervised Classification) Click_prediction_small Uploaded 03-11-2017 by OpenML_Bot R
0 likes downloaded by 0 people 0 issues 0 downvotes , 0 total downloads
  • AzureBot15 botV1 mlrRandomBot sciBenchV10
Issue #Downvotes for this reason By


Flow

mlr.classif.svm(6)Learner mlr.classif.svm from package(s) e1071.
mlr.classif.svm(6)_cost0.00235661020893271
mlr.classif.svm(6)_gamma0.0810209525416305
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
0.5535
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.7595
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.0181
Cross-validation details (10-fold Crossvalidation)
KB relative information score
-561.0548
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.276
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
0.8069
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.8327
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.6541
Cross-validation details (10-fold Crossvalidation)
Recall
0.8327
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.9854
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.3742
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.372
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.9939
Cross-validation details (10-fold Crossvalidation)
SciMark benchmark
1295.7865
UserCPU time millis
3876.96
UserCPU time millis testing
22.952
UserCPU time millis training
3854.008