Run
8769828

Run 8769828

Task 146803 (Supervised Classification) credit-g Uploaded 02-01-2018 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.trees1337
mlr.classif.ranger(9)_mtry5
mlr.classif.ranger(9)_min.node.size94
mlr.classif.ranger(9)_replaceFALSE
mlr.classif.ranger(9)_sample.fraction0.523934945114888
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
0.7849
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.6878
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.228
Cross-validation details (10-fold Crossvalidation)
KB relative information score
137.3214
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.363
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
0.7348
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.74
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.8818
Cross-validation details (10-fold Crossvalidation)
Recall
0.74
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.864
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4583
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.4137
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.9028
Cross-validation details (10-fold Crossvalidation)
SciMark benchmark
1930.4019
UserCPU time millis
3.141
UserCPU time millis testing
0.345
UserCPU time millis training
2.796