Run
8598566

Run 8598566

Task 145854 (Supervised Classification) nomao Uploaded 30-11-2017 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(9)Learner mlr.classif.ranger from package(s) ranger.
mlr.classif.ranger(9)_num.trees717
mlr.classif.ranger(9)_mtry26
mlr.classif.ranger(9)_min.node.size1321
mlr.classif.ranger(9)_sample.fraction0.383962882380001
mlr.classif.ranger(9)_num.threads1
mlr.classif.ranger(9)_verboseFALSE
mlr.classif.ranger(9)_openml.seed1
mlr.classif.ranger(9)_openml.kindMersenne-Twister
mlr.classif.ranger(9)_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
0.9809
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.9245
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.8111
Cross-validation details (10-fold Crossvalidation)
KB relative information score
24361.9065
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.1268
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
0.9273
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.9265
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.863
Cross-validation details (10-fold Crossvalidation)
Recall
0.9265
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.3106
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4517
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.2285
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.5058
Cross-validation details (10-fold Crossvalidation)
SciMark benchmark
1755.7176
UserCPU time millis
572.226
UserCPU time millis testing
4.844
UserCPU time millis training
567.382