Run
8351752

Run 8351752

Task 145854 (Supervised Classification) nomao Uploaded 31-10-2017 by OpenML_Bot R
0 likes downloaded by 0 people 0 issues 0 downvotes , 0 total downloads
  • AzureBot1 botV1 mlrRandomBot sciBenchV10
Issue #Downvotes for this reason By


Flow

mlr.classif.ranger(13)Learner mlr.classif.ranger from package(s) ranger.
mlr.classif.ranger(13)_num.trees487
mlr.classif.ranger(13)_mtry8
mlr.classif.ranger(13)_min.node.size437
mlr.classif.ranger(13)_sample.fraction0.594164009974338
mlr.classif.ranger(13)_respect.unordered.factorsTRUE
mlr.classif.ranger(13)_num.threads1
mlr.classif.ranger(13)_verboseFALSE
mlr.classif.ranger(13)_openml.seed1
mlr.classif.ranger(13)_openml.kindMersenne-Twister
mlr.classif.ranger(13)_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
0.9871
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.943
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.8588
Cross-validation details (10-fold Crossvalidation)
KB relative information score
25442.1433
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.1157
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
0.9433
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.9436
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.863
Cross-validation details (10-fold Crossvalidation)
Recall
0.9436
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.2836
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4517
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.2093
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.4634
Cross-validation details (10-fold Crossvalidation)
SciMark benchmark
1279.8784
UserCPU time millis
728.036
UserCPU time millis testing
25.022
UserCPU time millis training
703.014