Run
8352147

Run 8352147

Task 145854 (Supervised Classification) nomao Uploaded 31-10-2017 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.trees524
mlr.classif.ranger(13)_mtry34
mlr.classif.ranger(13)_min.node.size253
mlr.classif.ranger(13)_sample.fraction0.508613749803044
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
0.9876
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.9496
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.8764
Cross-validation details (10-fold Crossvalidation)
KB relative information score
27094.175
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.0917
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.4081
Cross-validation details (10-fold Crossvalidation)
Number of instances
34465
Per class
Cross-validation details (10-fold Crossvalidation)
Precision
0.9496
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.9497
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.863
Cross-validation details (10-fold Crossvalidation)
Recall
0.9497
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.2246
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4517
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.1977
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.4376
Cross-validation details (10-fold Crossvalidation)
SciMark benchmark
1238.6006
UserCPU time millis
2222.976
UserCPU time millis testing
27.615
UserCPU time millis training
2195.361