Run
8792356

Run 8792356

Task 145854 (Supervised Classification) nomao Uploaded 16-01-2018 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.trees724
mlr.classif.ranger(16)_mtry50
mlr.classif.ranger(16)_min.node.size6049
mlr.classif.ranger(16)_sample.fraction0.733072320348583
mlr.classif.ranger(16)_respect.unordered.factorsTRUE
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
0.9732
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.9127
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.7833
Cross-validation details (10-fold Crossvalidation)
KB relative information score
22483.3944
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.1512
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
0.9129
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.914
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.863
Cross-validation details (10-fold Crossvalidation)
Recall
0.914
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.3706
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4517
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.2477
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.5484
Cross-validation details (10-fold Crossvalidation)
SciMark benchmark
1369.159
UserCPU time millis
961.463
UserCPU time millis testing
4.88
UserCPU time millis training
956.583