Run
8771876

Run 8771876

Task 145854 (Supervised Classification) nomao Uploaded 03-01-2018 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(16)Learner mlr.classif.ranger from package(s) ranger.
mlr.classif.ranger(16)_num.trees774
mlr.classif.ranger(16)_mtry49
mlr.classif.ranger(16)_min.node.size2887
mlr.classif.ranger(16)_replaceFALSE
mlr.classif.ranger(16)_sample.fraction0.169518006639555
mlr.classif.ranger(16)_num.threads1
mlr.classif.ranger(16)_verboseFALSE
mlr.classif.ranger(16)_openml.seed1
mlr.classif.ranger(16)_openml.kindMersenne-Twister
mlr.classif.ranger(16)_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
0.9438
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.8668
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.6746
Cross-validation details (10-fold Crossvalidation)
KB relative information score
16981.859
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.2141
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.4081
Cross-validation details (10-fold Crossvalidation)
Number of instances
34465
Per class
Cross-validation details (10-fold Crossvalidation)
Precision
0.8673
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.8664
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.863
Cross-validation details (10-fold Crossvalidation)
Recall
0.8664
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.5247
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4517
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.3072
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.6801
Cross-validation details (10-fold Crossvalidation)
SciMark benchmark
1364.8247
UserCPU time millis
192.899
UserCPU time millis testing
4.449
UserCPU time millis training
188.45