Run
8652096

Run 8652096

Task 9977 (Supervised Classification) nomao Uploaded 14-12-2017 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.trees1384
mlr.classif.ranger(15)_mtry87
mlr.classif.ranger(15)_min.node.size18
mlr.classif.ranger(15)_replaceFALSE
mlr.classif.ranger(15)_sample.fraction0.38001504202839
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
0.9921
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.9625
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.908
Cross-validation details (10-fold Crossvalidation)
KB relative information score
29089.372
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.0672
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
0.9625
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.9626
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.863
Cross-validation details (10-fold Crossvalidation)
Recall
0.9626
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.1647
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4517
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.1703
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.377
Cross-validation details (10-fold Crossvalidation)
SciMark benchmark
1310.8199
UserCPU time millis
4334.61
UserCPU time millis testing
21.87
UserCPU time millis training
4312.74