Run
8658749

Run 8658749

Task 145853 (Supervised Classification) madelon Uploaded 17-12-2017 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.trees559
mlr.classif.ranger(16)_mtry277
mlr.classif.ranger(16)_min.node.size1059
mlr.classif.ranger(16)_replaceFALSE
mlr.classif.ranger(16)_sample.fraction0.888583617680706
mlr.classif.ranger(16)_respect.unordered.factorsTRUE
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
0.6851
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.6322
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.2685
Cross-validation details (10-fold Crossvalidation)
KB relative information score
278.4237
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.457
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.5
Cross-validation details (10-fold Crossvalidation)
Number of instances
2600
Per class
Cross-validation details (10-fold Crossvalidation)
Precision
0.6372
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.6342
Cross-validation details (10-fold Crossvalidation)
Prior entropy
1
Cross-validation details (10-fold Crossvalidation)
Recall
0.6342
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.9141
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.5
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.4731
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.9463
Cross-validation details (10-fold Crossvalidation)
SciMark benchmark
1373.1714
UserCPU time millis
42.508
UserCPU time millis testing
0.476
UserCPU time millis training
42.032