Run
8780027

Run 8780027

Task 145847 (Supervised Classification) hill-valley Uploaded 07-01-2018 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.trees963
mlr.classif.ranger(16)_mtry39
mlr.classif.ranger(16)_min.node.size4
mlr.classif.ranger(16)_replaceFALSE
mlr.classif.ranger(16)_sample.fraction0.388023914466612
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
0.6027
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.57
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.1403
Cross-validation details (10-fold Crossvalidation)
KB relative information score
73.9465
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.4749
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
0.5702
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.5701
Cross-validation details (10-fold Crossvalidation)
Prior entropy
1
Cross-validation details (10-fold Crossvalidation)
Recall
0.5701
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.9497
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.5
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.4956
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.9911
Cross-validation details (10-fold Crossvalidation)
SciMark benchmark
1383.9261
UserCPU time millis
92.89
UserCPU time millis testing
0.757
UserCPU time millis training
92.133