Run
8656334

Run 8656334

Task 3954 (Supervised Classification) MagicTelescope Uploaded 16-12-2017 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(15)Learner mlr.classif.ranger from package(s) ranger.
mlr.classif.ranger(15)_num.trees1099
mlr.classif.ranger(15)_mtry8
mlr.classif.ranger(15)_min.node.size3030
mlr.classif.ranger(15)_sample.fraction0.951273905579001
mlr.classif.ranger(15)_num.threads1
mlr.classif.ranger(15)_verboseFALSE
mlr.classif.ranger(15)_openml.seed1
mlr.classif.ranger(15)_openml.kindMersenne-Twister
mlr.classif.ranger(15)_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
0.8776
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.8172
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.5914
Cross-validation details (10-fold Crossvalidation)
KB relative information score
7880.0096
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.2778
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.456
Cross-validation details (10-fold Crossvalidation)
Number of instances
19020
Per class
Cross-validation details (10-fold Crossvalidation)
Precision
0.8236
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.8236
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.9355
Cross-validation details (10-fold Crossvalidation)
Recall
0.8236
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.6092
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4775
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.3628
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.7599
Cross-validation details (10-fold Crossvalidation)
SciMark benchmark
1458.0933
UserCPU time millis
221.47
UserCPU time millis testing
4.03
UserCPU time millis training
217.44