Run
8763309

Run 8763309

Task 145972 (Supervised Classification) credit-g Uploaded 31-12-2017 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.trees317
mlr.classif.ranger(9)_mtry17
mlr.classif.ranger(9)_min.node.size13
mlr.classif.ranger(9)_replaceFALSE
mlr.classif.ranger(9)_sample.fraction0.889918151404709
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
0.7752
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.7513
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.3927
Cross-validation details (10-fold Crossvalidation)
KB relative information score
222.0248
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.3191
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
0.7491
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.76
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.8818
Cross-validation details (10-fold Crossvalidation)
Recall
0.76
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.7594
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4583
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.4106
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.896
Cross-validation details (10-fold Crossvalidation)
SciMark benchmark
1680.1188
UserCPU time millis
5.23
UserCPU time millis testing
0.324
UserCPU time millis training
4.906