Run
8535019

Run 8535019

Task 145854 (Supervised Classification) nomao Uploaded 17-11-2017 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.trees1658
mlr.classif.ranger(15)_mtry44
mlr.classif.ranger(15)_min.node.size3364
mlr.classif.ranger(15)_sample.fraction0.769090398680419
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
0.9797
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.9195
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.7979
Cross-validation details (10-fold Crossvalidation)
KB relative information score
24447.6219
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.1248
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.4081
Cross-validation details (10-fold Crossvalidation)
Number of instances
34465
Per class
Cross-validation details (10-fold Crossvalidation)
Precision
0.9239
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.9222
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.863
Cross-validation details (10-fold Crossvalidation)
Recall
0.9222
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.3057
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4517
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.231
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.5114
Cross-validation details (10-fold Crossvalidation)
SciMark benchmark
1331.5482
UserCPU time millis
1642.53
UserCPU time millis testing
22.95
UserCPU time millis training
1619.58