Run
8844615

Run 8844615

Task 145854 (Supervised Classification) nomao Uploaded 26-01-2018 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.trees1426
mlr.classif.ranger(9)_mtry41
mlr.classif.ranger(9)_min.node.size166
mlr.classif.ranger(9)_sample.fraction0.757808067207225
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
0.99
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.9558
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.8917
Cross-validation details (10-fold Crossvalidation)
KB relative information score
27983.5812
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.0806
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
0.9558
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.9559
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.863
Cross-validation details (10-fold Crossvalidation)
Recall
0.9559
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.1976
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4517
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.1853
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.4103
Cross-validation details (10-fold Crossvalidation)
SciMark benchmark
1812.3516
UserCPU time millis
2186.686
UserCPU time millis testing
14.397
UserCPU time millis training
2172.289