Run
8632353

Run 8632353

Task 145853 (Supervised Classification) madelon Uploaded 10-12-2017 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.trees302
mlr.classif.ranger(9)_mtry277
mlr.classif.ranger(9)_min.node.size3
mlr.classif.ranger(9)_sample.fraction0.272532097017393
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
0.8383
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.761
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.5238
Cross-validation details (10-fold Crossvalidation)
KB relative information score
627.4071
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.3982
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
0.7662
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.7619
Cross-validation details (10-fold Crossvalidation)
Prior entropy
1
Cross-validation details (10-fold Crossvalidation)
Recall
0.7619
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.7964
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.5
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.4238
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.8476
Cross-validation details (10-fold Crossvalidation)
SciMark benchmark
2021.5224
UserCPU time millis
68.476
UserCPU time millis testing
0.515
UserCPU time millis training
67.961