Run
8584161

Run 8584161

Task 146064 (Supervised Classification) monks-problems-1 Uploaded 28-11-2017 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(9)Learner mlr.classif.ranger from package(s) ranger.
mlr.classif.ranger(9)_num.trees542
mlr.classif.ranger(9)_mtry4
mlr.classif.ranger(9)_min.node.size21
mlr.classif.ranger(9)_replaceFALSE
mlr.classif.ranger(9)_sample.fraction0.538792333891615
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
0.9838
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.9676
Cross-validation details (10-fold Crossvalidation)
KB relative information score
354.4322
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.2068
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
0.9843
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.9838
Cross-validation details (10-fold Crossvalidation)
Prior entropy
1
Cross-validation details (10-fold Crossvalidation)
Recall
0.9838
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.4136
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.5
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.2572
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.5144
Cross-validation details (10-fold Crossvalidation)
SciMark benchmark
1760.1739
UserCPU time millis
0.888
UserCPU time millis testing
0.13
UserCPU time millis training
0.758