Run
8535018

Run 8535018

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.trees307
mlr.classif.ranger(15)_mtry67
mlr.classif.ranger(15)_min.node.size1921
mlr.classif.ranger(15)_replaceFALSE
mlr.classif.ranger(15)_sample.fraction0.262639375706203
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
0.9752
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.9162
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.7894
Cross-validation details (10-fold Crossvalidation)
KB relative information score
23914.7635
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.1307
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
0.9207
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.919
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.863
Cross-validation details (10-fold Crossvalidation)
Recall
0.919
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.3202
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4517
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.2375
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.5257
Cross-validation details (10-fold Crossvalidation)
SciMark benchmark
1325.884
UserCPU time millis
218.44
UserCPU time millis testing
2.02
UserCPU time millis training
216.42