OpenML
8259494

Run 8259494

Task 3917 (Supervised Classification) kc1 Uploaded 26-10-2017 by OpenML_Bot R
0 likes downloaded by 0 people 0 issues 0 downvotes , 0 total downloads
  • botV1 mlrRandomBot sciBenchV10
Issue #Downvotes for this reason By


Flow

mlr.classif.ranger(9)Learner mlr.classif.ranger from package(s) ranger.
mlr.classif.ranger(9)_num.trees286
mlr.classif.ranger(9)_mtry19
mlr.classif.ranger(9)_min.node.size2
mlr.classif.ranger(9)_replaceFALSE
mlr.classif.ranger(9)_sample.fraction0.167572496715002
mlr.classif.ranger(9)_respect.unordered.factorsTRUE
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
0.8261
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.8252
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.2489
Cross-validation details (10-fold Crossvalidation)
KB relative information score
105.6697
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.2066
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.2616
Cross-validation details (10-fold Crossvalidation)
Number of instances
2109
Per class
Cross-validation details (10-fold Crossvalidation)
Precision
0.8283
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.8559
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.622
Cross-validation details (10-fold Crossvalidation)
Recall
0.8559
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.7897
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.3615
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.3215
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.8893
Cross-validation details (10-fold Crossvalidation)
SciMark benchmark
1856.8138
UserCPU time millis
3.291
UserCPU time millis testing
0.238
UserCPU time millis training
3.053