Run
8579382

Run 8579382

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(15)Learner mlr.classif.ranger from package(s) ranger.
mlr.classif.ranger(15)_num.trees711
mlr.classif.ranger(15)_mtry2
mlr.classif.ranger(15)_min.node.size12
mlr.classif.ranger(15)_sample.fraction0.536738508194685
mlr.classif.ranger(15)_respect.unordered.factorsTRUE
mlr.classif.ranger(15)_num.threads1
mlr.classif.ranger(15)_verboseFALSE
mlr.classif.ranger(15)_openml.seed1
mlr.classif.ranger(15)_openml.kindMersenne-Twister
mlr.classif.ranger(15)_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
0.9998
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.9586
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.9173
Cross-validation details (10-fold Crossvalidation)
KB relative information score
298.5216
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.2619
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
0.9618
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.9586
Cross-validation details (10-fold Crossvalidation)
Prior entropy
1
Cross-validation details (10-fold Crossvalidation)
Recall
0.9586
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.5237
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.5
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.2947
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.5893
Cross-validation details (10-fold Crossvalidation)
SciMark benchmark
1340.7589
UserCPU time millis
1.38
UserCPU time millis testing
0.16
UserCPU time millis training
1.22