Run
8323454

Run 8323454

Task 3492 (Supervised Classification) monks-problems-1 Uploaded 30-10-2017 by OpenML_Bot R
0 likes downloaded by 0 people 0 issues 0 downvotes , 0 total downloads
  • AzureBot1 botV1 mlrRandomBot sciBenchV10
Issue #Downvotes for this reason By


Flow

mlr.classif.ranger(13)Learner mlr.classif.ranger from package(s) ranger.
mlr.classif.ranger(13)_num.trees1468
mlr.classif.ranger(13)_mtry3
mlr.classif.ranger(13)_min.node.size11
mlr.classif.ranger(13)_sample.fraction0.248574244626798
mlr.classif.ranger(13)_num.threads1
mlr.classif.ranger(13)_verboseFALSE
mlr.classif.ranger(13)_openml.seed1
mlr.classif.ranger(13)_openml.kindMersenne-Twister
mlr.classif.ranger(13)_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
0.9277
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.8561
Cross-validation details (10-fold Crossvalidation)
KB relative information score
299.6243
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.2568
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
0.9371
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.9281
Cross-validation details (10-fold Crossvalidation)
Prior entropy
1
Cross-validation details (10-fold Crossvalidation)
Recall
0.9281
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.5137
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.5
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.3005
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.6011
Cross-validation details (10-fold Crossvalidation)
SciMark benchmark
1326.4846
UserCPU time millis
9.493
UserCPU time millis testing
1.113
UserCPU time millis training
8.38