Run
8656478

Run 8656478

Task 146085 (Supervised Classification) Internet-Advertisements Uploaded 16-12-2017 by OpenML_Bot R
0 likes downloaded by 0 people 0 issues 0 downvotes , 0 total downloads
  • botV1 mlrRandomBot sciBenchV1.0
Issue #Downvotes for this reason By


Flow

mlr.classif.ranger(15)Learner mlr.classif.ranger from package(s) ranger.
mlr.classif.ranger(15)_num.trees1126
mlr.classif.ranger(15)_mtry1517
mlr.classif.ranger(15)_min.node.size2059
mlr.classif.ranger(15)_sample.fraction0.827954961545765
mlr.classif.ranger(15)_num.threads1
mlr.classif.ranger(15)_verboseFALSE
mlr.classif.ranger(15)_openml.seed1
mlr.classif.ranger(15)_openml.kindMersenne-Twister
mlr.classif.ranger(15)_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
0.966
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.9593
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.8318
Cross-validation details (10-fold Crossvalidation)
KB relative information score
2292.5813
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.0694
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
0.9595
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.9591
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.5848
Cross-validation details (10-fold Crossvalidation)
Recall
0.9591
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.2881
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.347
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.1847
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.5323
Cross-validation details (10-fold Crossvalidation)
SciMark benchmark
1484.3421
UserCPU time millis
2661.07
UserCPU time millis testing
1.29
UserCPU time millis training
2659.78