Run
8769033

Run 8769033

Task 145847 (Supervised Classification) hill-valley Uploaded 01-01-2018 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(16)Learner mlr.classif.ranger from package(s) ranger.
mlr.classif.ranger(16)_num.trees1160
mlr.classif.ranger(16)_mtry8
mlr.classif.ranger(16)_min.node.size14
mlr.classif.ranger(16)_replaceFALSE
mlr.classif.ranger(16)_sample.fraction0.789244656777009
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
0.6012
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.5717
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.1436
Cross-validation details (10-fold Crossvalidation)
KB relative information score
80.9702
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.4721
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.5
Cross-validation details (10-fold Crossvalidation)
Number of instances
1212
Per class
Cross-validation details (10-fold Crossvalidation)
Precision
0.5719
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.5718
Cross-validation details (10-fold Crossvalidation)
Prior entropy
1
Cross-validation details (10-fold Crossvalidation)
Recall
0.5718
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.9441
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.5
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.4983
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.9967
Cross-validation details (10-fold Crossvalidation)
SciMark benchmark
1373.7637
UserCPU time millis
52.91
UserCPU time millis testing
1.025
UserCPU time millis training
51.885