Run
8792436

Run 8792436

Task 3889 (Supervised Classification) sylva_agnostic Uploaded 16-01-2018 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(9)Learner mlr.classif.ranger from package(s) ranger.
mlr.classif.ranger(9)_num.trees883
mlr.classif.ranger(9)_mtry26
mlr.classif.ranger(9)_min.node.size168
mlr.classif.ranger(9)_sample.fraction0.710258386726491
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
0.9982
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.9891
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.903
Cross-validation details (10-fold Crossvalidation)
KB relative information score
7255.7852
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.0381
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
0.9892
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.9894
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.3338
Cross-validation details (10-fold Crossvalidation)
Recall
0.9894
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.33
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.2403
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.1069
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.4449
Cross-validation details (10-fold Crossvalidation)
SciMark benchmark
1769.5361
UserCPU time millis
202.115
UserCPU time millis testing
2.916
UserCPU time millis training
199.199