Run
8713416

Run 8713416

Task 3889 (Supervised Classification) sylva_agnostic Uploaded 28-12-2017 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(9)Learner mlr.classif.ranger from package(s) ranger.
mlr.classif.ranger(9)_num.trees36
mlr.classif.ranger(9)_mtry76
mlr.classif.ranger(9)_min.node.size1311
mlr.classif.ranger(9)_replaceFALSE
mlr.classif.ranger(9)_sample.fraction0.20436356253922
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
0.9914
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.9622
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.631
Cross-validation details (10-fold Crossvalidation)
KB relative information score
1221.153
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.066
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.1156
Cross-validation details (10-fold Crossvalidation)
Number of instances
14395
Per class
Cross-validation details (10-fold Crossvalidation)
Precision
0.9677
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.9674
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.3338
Cross-validation details (10-fold Crossvalidation)
Recall
0.9674
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.5713
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.2403
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.1644
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.6839
Cross-validation details (10-fold Crossvalidation)
SciMark benchmark
1724.7507
UserCPU time millis
7.063
UserCPU time millis testing
0.263
UserCPU time millis training
6.8