Run
8142966

Run 8142966

Task 145848 (Supervised Classification) ilpd Uploaded 18-10-2017 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.trees1256
mlr.classif.ranger(9)_mtry1
mlr.classif.ranger(9)_min.node.size5
mlr.classif.ranger(9)_replaceFALSE
mlr.classif.ranger(9)_sample.fraction0.212695182254538
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
0.7491
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.6449
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.0953
Cross-validation details (10-fold Crossvalidation)
KB relative information score
58.6383
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.3549
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.4091
Cross-validation details (10-fold Crossvalidation)
Number of instances
583
Per class
Cross-validation details (10-fold Crossvalidation)
Precision
0.6717
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.717
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.8651
Cross-validation details (10-fold Crossvalidation)
Recall
0.717
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.8676
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4521
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.4167
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.9216
Cross-validation details (10-fold Crossvalidation)
SciMark benchmark
780.8877
UserCPU time millis
4.568
UserCPU time millis testing
0.61
UserCPU time millis training
3.958