Run
8547833

Run 8547833

Task 145848 (Supervised Classification) ilpd Uploaded 20-11-2017 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(15)Learner mlr.classif.ranger from package(s) ranger.
mlr.classif.ranger(15)_num.trees285
mlr.classif.ranger(15)_mtry1
mlr.classif.ranger(15)_min.node.size2
mlr.classif.ranger(15)_replaceFALSE
mlr.classif.ranger(15)_sample.fraction0.665483157057315
mlr.classif.ranger(15)_respect.unordered.factorsTRUE
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
0.758
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.6908
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.2063
Cross-validation details (10-fold Crossvalidation)
KB relative information score
69.6286
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.3468
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.4091
Cross-validation details (10-fold Crossvalidation)
Number of instances
583
Per class
Cross-validation details (10-fold Crossvalidation)
Precision
0.6943
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.7256
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.8651
Cross-validation details (10-fold Crossvalidation)
Recall
0.7256
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.8476
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4521
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.4133
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.9142
Cross-validation details (10-fold Crossvalidation)
SciMark benchmark
1306.4742
UserCPU time millis
0.96
UserCPU time millis testing
0.11
UserCPU time millis training
0.85