OpenML
8305071

Run 8305071

Task 3485 (Supervised Classification) scene Uploaded 29-10-2017 by OpenML_Bot R
0 likes downloaded by 0 people 0 issues 0 downvotes , 0 total downloads
  • AzureBot1 botV1 mlrRandomBot sciBenchV10
Issue #Downvotes for this reason By


Flow

mlr.classif.ranger(13)Learner mlr.classif.ranger from package(s) ranger.
mlr.classif.ranger(13)_num.trees134
mlr.classif.ranger(13)_mtry1
mlr.classif.ranger(13)_min.node.size2
mlr.classif.ranger(13)_replaceFALSE
mlr.classif.ranger(13)_sample.fraction0.112904776865616
mlr.classif.ranger(13)_respect.unordered.factorsTRUE
mlr.classif.ranger(13)_num.threads1
mlr.classif.ranger(13)_verboseFALSE
mlr.classif.ranger(13)_openml.seed1
mlr.classif.ranger(13)_openml.kindMersenne-Twister
mlr.classif.ranger(13)_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
0.9085
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.75
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.0375
Cross-validation details (10-fold Crossvalidation)
KB relative information score
319.1297
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.2448
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.2942
Cross-validation details (10-fold Crossvalidation)
Number of instances
2407
Per class
Cross-validation details (10-fold Crossvalidation)
Precision
0.8558
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.8251
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.6786
Cross-validation details (10-fold Crossvalidation)
Recall
0.8251
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.8321
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.3834
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.3275
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.8543
Cross-validation details (10-fold Crossvalidation)
SciMark benchmark
1299.1174
UserCPU time millis
12.461
UserCPU time millis testing
1.328
UserCPU time millis training
11.133