Run
8784334

Run 8784334

Task 9970 (Supervised Classification) hill-valley Uploaded 11-01-2018 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.trees580
mlr.classif.ranger(16)_mtry25
mlr.classif.ranger(16)_min.node.size6
mlr.classif.ranger(16)_replaceFALSE
mlr.classif.ranger(16)_sample.fraction0.471754865371622
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
0.6004
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.57
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.1403
Cross-validation details (10-fold Crossvalidation)
KB relative information score
76.489
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.4737
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
0.5702
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.5701
Cross-validation details (10-fold Crossvalidation)
Prior entropy
1
Cross-validation details (10-fold Crossvalidation)
Recall
0.5701
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.9474
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.5
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.4973
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.9945
Cross-validation details (10-fold Crossvalidation)
SciMark benchmark
1341.3125
UserCPU time millis
52.661
UserCPU time millis testing
0.559
UserCPU time millis training
52.102