Run
7850325

Run 7850325

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)_cost0.00166410938270643
mlr.classif.svm(6)_gamma0.0196208921822295
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
0.5576
Per class
Cross-validation details (10-fold Crossvalidation)
Average cost
16.6854
Cross-validation details (10-fold Crossvalidation)
F measure
0.7587
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.0147
Cross-validation details (10-fold Crossvalidation)
KB relative information score
187.6709
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.271
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
0.8142
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.8326
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.6541
Cross-validation details (10-fold Crossvalidation)
Recall
0.8326
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.9673
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.3742
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.3721
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.9942
Cross-validation details (10-fold Crossvalidation)
SciMark benchmark
1340.6327
Total cost
666550
Cross-validation details (10-fold Crossvalidation)
UserCPU time millis
4059.277
UserCPU time millis testing
27.122
UserCPU time millis training
4032.155