Run
8261665

Run 8261665

Task 145854 (Supervised Classification) nomao Uploaded 27-10-2017 by OpenML_Bot R
0 likes downloaded by 0 people 0 issues 0 downvotes , 0 total downloads
  • botV1 mlrRandomBot sciBenchV10
Issue #Downvotes for this reason By


Flow

mlr.classif.ranger(9)Learner mlr.classif.ranger from package(s) ranger.
mlr.classif.ranger(9)_num.trees486
mlr.classif.ranger(9)_mtry11
mlr.classif.ranger(9)_min.node.size3024
mlr.classif.ranger(9)_sample.fraction0.925694896932691
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
0.982
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.9275
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.8192
Cross-validation details (10-fold Crossvalidation)
KB relative information score
23225.8076
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.1451
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
0.929
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.929
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.863
Cross-validation details (10-fold Crossvalidation)
Recall
0.929
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.3555
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4517
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.2327
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.5152
Cross-validation details (10-fold Crossvalidation)
SciMark benchmark
1834.1773
UserCPU time millis
140.769
UserCPU time millis testing
3.389
UserCPU time millis training
137.38