Run
8646443

Run 8646443

Task 146803 (Supervised Classification) credit-g Uploaded 12-12-2017 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(16)Learner mlr.classif.ranger from package(s) ranger.
mlr.classif.ranger(16)_num.trees1230
mlr.classif.ranger(16)_mtry11
mlr.classif.ranger(16)_min.node.size6
mlr.classif.ranger(16)_replaceFALSE
mlr.classif.ranger(16)_sample.fraction0.837556616030633
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
0.7822
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.7598
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.4125
Cross-validation details (10-fold Crossvalidation)
KB relative information score
220.7193
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.3222
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.4202
Cross-validation details (10-fold Crossvalidation)
Number of instances
1000
Per class
Cross-validation details (10-fold Crossvalidation)
Precision
0.7584
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.769
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.8818
Cross-validation details (10-fold Crossvalidation)
Recall
0.769
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.7668
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4583
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.4064
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.8869
Cross-validation details (10-fold Crossvalidation)
SciMark benchmark
1221.566
UserCPU time millis
15.394
UserCPU time millis testing
1.146
UserCPU time millis training
14.248