Run
8763471

Run 8763471

Task 146064 (Supervised Classification) monks-problems-1 Uploaded 31-12-2017 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.trees997
mlr.classif.ranger(9)_mtry2
mlr.classif.ranger(9)_min.node.size7
mlr.classif.ranger(9)_sample.fraction0.855718501401134
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
1
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.9946
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.9892
Cross-validation details (10-fold Crossvalidation)
KB relative information score
350.4303
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.2165
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.5
Cross-validation details (10-fold Crossvalidation)
Number of instances
556
Per class
Cross-validation details (10-fold Crossvalidation)
Precision
0.9947
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.9946
Cross-validation details (10-fold Crossvalidation)
Prior entropy
1
Cross-validation details (10-fold Crossvalidation)
Recall
0.9946
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.4329
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.5
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.2475
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.4949
Cross-validation details (10-fold Crossvalidation)
SciMark benchmark
1855.7107
UserCPU time millis
2.84
UserCPU time millis testing
0.319
UserCPU time millis training
2.521