OpenML
8652147

Run 8652147

Task 9977 (Supervised Classification) nomao Uploaded 14-12-2017 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(15)Learner mlr.classif.ranger from package(s) ranger.
mlr.classif.ranger(15)_num.trees610
mlr.classif.ranger(15)_mtry64
mlr.classif.ranger(15)_min.node.size7416
mlr.classif.ranger(15)_sample.fraction0.689526391285472
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
0.9417
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.8685
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.6797
Cross-validation details (10-fold Crossvalidation)
KB relative information score
17370.3589
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.2069
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
0.8695
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.8678
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.863
Cross-validation details (10-fold Crossvalidation)
Recall
0.8678
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.507
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4517
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.308
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.6818
Cross-validation details (10-fold Crossvalidation)
SciMark benchmark
1439.6947
UserCPU time millis
495.87
UserCPU time millis testing
3.77
UserCPU time millis training
492.1