Run
8355782

Run 8355782

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.trees1280
mlr.classif.ranger(13)_mtry2
mlr.classif.ranger(13)_min.node.size152
mlr.classif.ranger(13)_sample.fraction0.518863611016423
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
0.9895
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.9488
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.873
Cross-validation details (10-fold Crossvalidation)
KB relative information score
23831.2793
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.1415
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
0.9495
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.9495
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.863
Cross-validation details (10-fold Crossvalidation)
Recall
0.9495
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.3468
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4517
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.2169
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.4802
Cross-validation details (10-fold Crossvalidation)
SciMark benchmark
1277.4104
UserCPU time millis
1286.994
UserCPU time millis testing
81.374
UserCPU time millis training
1205.62