Run
8544265

Run 8544265

Task 146803 (Supervised Classification) credit-g Uploaded 19-11-2017 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.trees30
mlr.classif.ranger(15)_mtry12
mlr.classif.ranger(15)_min.node.size1
mlr.classif.ranger(15)_replaceFALSE
mlr.classif.ranger(15)_sample.fraction0.816768863541074
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
0.7605
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.7353
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.352
Cross-validation details (10-fold Crossvalidation)
KB relative information score
199.8501
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.3264
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.4202
Cross-validation details (10-fold Crossvalidation)
Number of instances
1000
Per class
Cross-validation details (10-fold Crossvalidation)
Precision
0.7327
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.746
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.8818
Cross-validation details (10-fold Crossvalidation)
Recall
0.746
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.7768
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4583
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.4183
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.9128
Cross-validation details (10-fold Crossvalidation)
SciMark benchmark
1274.3316
UserCPU time millis
0.53
UserCPU time millis testing
0.04
UserCPU time millis training
0.49