Run
8535880

Run 8535880

Task 145854 (Supervised Classification) nomao Uploaded 17-11-2017 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.trees508
mlr.classif.ranger(15)_mtry5
mlr.classif.ranger(15)_min.node.size77
mlr.classif.ranger(15)_sample.fraction0.335026039462537
mlr.classif.ranger(15)_respect.unordered.factorsTRUE
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
0.9904
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.9535
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.8853
Cross-validation details (10-fold Crossvalidation)
KB relative information score
26396.4206
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.1048
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
0.9536
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.9539
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.863
Cross-validation details (10-fold Crossvalidation)
Recall
0.9539
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.2567
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4517
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.1948
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.4312
Cross-validation details (10-fold Crossvalidation)
SciMark benchmark
1438.0754
UserCPU time millis
862.43
UserCPU time millis testing
491.22
UserCPU time millis training
371.21