Run
8577495

Run 8577495

Task 145854 (Supervised Classification) nomao Uploaded 27-11-2017 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.trees70
mlr.classif.ranger(9)_mtry107
mlr.classif.ranger(9)_min.node.size1014
mlr.classif.ranger(9)_sample.fraction0.753426245856099
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
0.981
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.9334
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.8351
Cross-validation details (10-fold Crossvalidation)
KB relative information score
25760.2264
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.1053
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
0.9337
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.9342
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.863
Cross-validation details (10-fold Crossvalidation)
Recall
0.9342
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.2579
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4517
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.2205
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.4881
Cross-validation details (10-fold Crossvalidation)
SciMark benchmark
1783.0531
UserCPU time millis
224.617
UserCPU time millis testing
0.846
UserCPU time millis training
223.771