Run
8458848

Run 8458848

Task 145854 (Supervised Classification) nomao Uploaded 03-11-2017 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.trees873
mlr.classif.ranger(13)_mtry21
mlr.classif.ranger(13)_min.node.size3171
mlr.classif.ranger(13)_replaceFALSE
mlr.classif.ranger(13)_sample.fraction0.605489071132615
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
0.9801
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.9199
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.799
Cross-validation details (10-fold Crossvalidation)
KB relative information score
23320.7041
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.1427
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
0.9238
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.9224
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.863
Cross-validation details (10-fold Crossvalidation)
Recall
0.9224
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.3497
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4517
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.2356
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.5215
Cross-validation details (10-fold Crossvalidation)
SciMark benchmark
1304.4547
UserCPU time millis
1410.271
UserCPU time millis testing
27.644
UserCPU time millis training
1382.627