Run
8769130

Run 8769130

Task 145847 (Supervised Classification) hill-valley Uploaded 01-01-2018 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(16)Learner mlr.classif.ranger from package(s) ranger.
mlr.classif.ranger(16)_num.trees165
mlr.classif.ranger(16)_mtry23
mlr.classif.ranger(16)_min.node.size469
mlr.classif.ranger(16)_replaceFALSE
mlr.classif.ranger(16)_sample.fraction0.736581138614565
mlr.classif.ranger(16)_respect.unordered.factorsTRUE
mlr.classif.ranger(16)_num.threads1
mlr.classif.ranger(16)_verboseFALSE
mlr.classif.ranger(16)_openml.seed1
mlr.classif.ranger(16)_openml.kindMersenne-Twister
mlr.classif.ranger(16)_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
0.5268
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.5123
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.0281
Cross-validation details (10-fold Crossvalidation)
KB relative information score
9.2566
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.4972
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.5
Cross-validation details (10-fold Crossvalidation)
Number of instances
1212
Per class
Cross-validation details (10-fold Crossvalidation)
Precision
0.5142
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.514
Cross-validation details (10-fold Crossvalidation)
Prior entropy
1
Cross-validation details (10-fold Crossvalidation)
Recall
0.514
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.9943
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.5
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.4996
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.9992
Cross-validation details (10-fold Crossvalidation)
SciMark benchmark
1376.4465
UserCPU time millis
3.877
UserCPU time millis testing
0.11
UserCPU time millis training
3.767