Run
8644637

Run 8644637

Task 9976 (Supervised Classification) madelon Uploaded 12-12-2017 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(15)Learner mlr.classif.ranger from package(s) ranger.
mlr.classif.ranger(15)_num.trees705
mlr.classif.ranger(15)_mtry467
mlr.classif.ranger(15)_min.node.size72
mlr.classif.ranger(15)_replaceFALSE
mlr.classif.ranger(15)_sample.fraction0.899580381903797
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
0.8944
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.8218
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.6438
Cross-validation details (10-fold Crossvalidation)
KB relative information score
1266.0775
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.2732
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.5
Cross-validation details (10-fold Crossvalidation)
Number of instances
2600
Per class
Cross-validation details (10-fold Crossvalidation)
Precision
0.8225
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.8219
Cross-validation details (10-fold Crossvalidation)
Prior entropy
1
Cross-validation details (10-fold Crossvalidation)
Recall
0.8219
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.5465
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.5
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.3608
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.7216
Cross-validation details (10-fold Crossvalidation)
SciMark benchmark
1495.0712
UserCPU time millis
1030.48
UserCPU time millis testing
0.9
UserCPU time millis training
1029.58