Run
8851718

Run 8851718

Task 145853 (Supervised Classification) madelon Uploaded 27-01-2018 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.trees253
mlr.classif.ranger(9)_mtry91
mlr.classif.ranger(9)_min.node.size3
mlr.classif.ranger(9)_sample.fraction0.364716449775733
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
0.8436
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.7622
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.5262
Cross-validation details (10-fold Crossvalidation)
KB relative information score
570.7459
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.4092
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
0.7672
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.7631
Cross-validation details (10-fold Crossvalidation)
Prior entropy
1
Cross-validation details (10-fold Crossvalidation)
Recall
0.7631
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.8185
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.5
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.4284
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.8568
Cross-validation details (10-fold Crossvalidation)
SciMark benchmark
1855.0232
UserCPU time millis
28.687
UserCPU time millis testing
0.541
UserCPU time millis training
28.146