Run
8544025

Run 8544025

Task 146803 (Supervised Classification) credit-g Uploaded 19-11-2017 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.trees1157
mlr.classif.ranger(15)_mtry7
mlr.classif.ranger(15)_min.node.size24
mlr.classif.ranger(15)_replaceFALSE
mlr.classif.ranger(15)_sample.fraction0.675470614410006
mlr.classif.ranger(15)_respect.unordered.factorsTRUE
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
0.7909
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.7465
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.3723
Cross-validation details (10-fold Crossvalidation)
KB relative information score
198.0446
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.3356
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.4202
Cross-validation details (10-fold Crossvalidation)
Number of instances
1000
Per class
Cross-validation details (10-fold Crossvalidation)
Precision
0.7538
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.766
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.8818
Cross-validation details (10-fold Crossvalidation)
Recall
0.766
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.7987
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4583
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.4035
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.8806
Cross-validation details (10-fold Crossvalidation)
SciMark benchmark
1309.0527
UserCPU time millis
6.79
UserCPU time millis testing
0.62
UserCPU time millis training
6.17