Run
8673866

Run 8673866

Task 145847 (Supervised Classification) hill-valley Uploaded 24-12-2017 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.trees1220
mlr.classif.ranger(9)_mtry7
mlr.classif.ranger(9)_min.node.size35
mlr.classif.ranger(9)_sample.fraction0.856865939311683
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
0.5735
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.5576
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.1155
Cross-validation details (10-fold Crossvalidation)
KB relative information score
48.3107
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.4837
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.5
Cross-validation details (10-fold Crossvalidation)
Number of instances
1212
Per class
Cross-validation details (10-fold Crossvalidation)
Precision
0.5578
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.5578
Cross-validation details (10-fold Crossvalidation)
Prior entropy
1
Cross-validation details (10-fold Crossvalidation)
Recall
0.5578
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.9675
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.5
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.5001
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
1.0001
Cross-validation details (10-fold Crossvalidation)
SciMark benchmark
1802.3637
UserCPU time millis
28.944
UserCPU time millis testing
0.654
UserCPU time millis training
28.29