Run
8259448

Run 8259448

Task 3918 (Supervised Classification) pc1 Uploaded 26-10-2017 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.trees1715
mlr.classif.ranger(9)_mtry16
mlr.classif.ranger(9)_min.node.size186
mlr.classif.ranger(9)_replaceFALSE
mlr.classif.ranger(9)_sample.fraction0.82465956476517
mlr.classif.ranger(9)_respect.unordered.factorsTRUE
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
0.8297
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.9105
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.1797
Cross-validation details (10-fold Crossvalidation)
KB relative information score
-464.1221
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.1119
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.1299
Cross-validation details (10-fold Crossvalidation)
Number of instances
1109
Per class
Cross-validation details (10-fold Crossvalidation)
Precision
0.9063
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.9297
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.3667
Cross-validation details (10-fold Crossvalidation)
Recall
0.9297
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.8614
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.2542
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.2381
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.9366
Cross-validation details (10-fold Crossvalidation)
SciMark benchmark
1872.4216
UserCPU time millis
12.137
UserCPU time millis testing
0.53
UserCPU time millis training
11.607