Run
8597364

Run 8597364

Task 145853 (Supervised Classification) madelon Uploaded 30-11-2017 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(16)Learner mlr.classif.ranger from package(s) ranger.
mlr.classif.ranger(16)_num.trees1993
mlr.classif.ranger(16)_mtry91
mlr.classif.ranger(16)_min.node.size28
mlr.classif.ranger(16)_replaceFALSE
mlr.classif.ranger(16)_sample.fraction0.44502056685742
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
0.8861
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.8067
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.6138
Cross-validation details (10-fold Crossvalidation)
KB relative information score
754.3259
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.3774
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.5
Cross-validation details (10-fold Crossvalidation)
Number of instances
2600
Per class
Cross-validation details (10-fold Crossvalidation)
Precision
0.8086
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.8069
Cross-validation details (10-fold Crossvalidation)
Prior entropy
1
Cross-validation details (10-fold Crossvalidation)
Recall
0.8069
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.7548
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.5
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.4028
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.8056
Cross-validation details (10-fold Crossvalidation)
SciMark benchmark
1365.4124
UserCPU time millis
537.674
UserCPU time millis testing
3.125
UserCPU time millis training
534.549