Run
8781391

Run 8781391

Task 3889 (Supervised Classification) sylva_agnostic Uploaded 08-01-2018 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.trees528
mlr.classif.ranger(16)_mtry145
mlr.classif.ranger(16)_min.node.size4
mlr.classif.ranger(16)_replaceFALSE
mlr.classif.ranger(16)_sample.fraction0.86217416736763
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
0.9984
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.9944
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.9518
Cross-validation details (10-fold Crossvalidation)
KB relative information score
12722.7344
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.0109
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.1156
Cross-validation details (10-fold Crossvalidation)
Number of instances
14395
Per class
Cross-validation details (10-fold Crossvalidation)
Precision
0.9945
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.9944
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.3338
Cross-validation details (10-fold Crossvalidation)
Recall
0.9944
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.0939
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.2403
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.0681
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.2833
Cross-validation details (10-fold Crossvalidation)
SciMark benchmark
1371.9865
UserCPU time millis
762.078
UserCPU time millis testing
1.863
UserCPU time millis training
760.215