Run
8527028

Run 8527028

Task 145854 (Supervised Classification) nomao Uploaded 10-11-2017 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(9)Learner mlr.classif.ranger from package(s) ranger.
mlr.classif.ranger(9)_num.trees1399
mlr.classif.ranger(9)_mtry51
mlr.classif.ranger(9)_min.node.size2372
mlr.classif.ranger(9)_replaceFALSE
mlr.classif.ranger(9)_sample.fraction0.681360902148299
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
0.9797
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.9225
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.8058
Cross-validation details (10-fold Crossvalidation)
KB relative information score
24673.3599
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.1206
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
0.9259
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.9247
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.863
Cross-validation details (10-fold Crossvalidation)
Recall
0.9247
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.2956
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4517
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.2297
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.5084
Cross-validation details (10-fold Crossvalidation)
SciMark benchmark
1733.7613
UserCPU time millis
1517.34
UserCPU time millis testing
10.14
UserCPU time millis training
1507.2