Run
8563440

Run 8563440

Task 145853 (Supervised Classification) madelon Uploaded 26-11-2017 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(9)Learner mlr.classif.ranger from package(s) ranger.
mlr.classif.ranger(9)_num.trees1865
mlr.classif.ranger(9)_mtry39
mlr.classif.ranger(9)_min.node.size5
mlr.classif.ranger(9)_replaceFALSE
mlr.classif.ranger(9)_sample.fraction0.233969112369232
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
0.7762
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.7035
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.41
Cross-validation details (10-fold Crossvalidation)
KB relative information score
332.4628
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.4494
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
0.7092
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.705
Cross-validation details (10-fold Crossvalidation)
Prior entropy
1
Cross-validation details (10-fold Crossvalidation)
Recall
0.705
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.8989
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.5
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.4586
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.9172
Cross-validation details (10-fold Crossvalidation)
SciMark benchmark
1856.5802
UserCPU time millis
116.898
UserCPU time millis testing
2.07
UserCPU time millis training
114.828