Run
2470366

Run 2470366

Task 3902 (Supervised Classification) pc4 Uploaded 24-06-2017 by OpenML_Bot R
0 likes downloaded by 0 people 0 issues 0 downvotes , 0 total downloads
  • AzureBot5 botV1 mlrRandomBot sciBenchV1.0
Issue #Downvotes for this reason By


Flow

mlr.classif.ranger(13)Learner mlr.classif.ranger from package(s) ranger.
mlr.classif.ranger(13)_num.trees1278
mlr.classif.ranger(13)_mtry20
mlr.classif.ranger(13)_replaceFALSE
mlr.classif.ranger(13)_sample.fraction0.22458702896256
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
0.9399
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.88
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.3599
Cross-validation details (10-fold Crossvalidation)
KB relative information score
209.7358
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.1431
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.2148
Cross-validation details (10-fold Crossvalidation)
Number of instances
1458
Per class
Cross-validation details (10-fold Crossvalidation)
Precision
0.8947
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.9026
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.5368
Cross-validation details (10-fold Crossvalidation)
Recall
0.9026
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.6664
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.3274
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.254
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.776
Cross-validation details (10-fold Crossvalidation)
SciMark benchmark
1250.862
UserCPU time millis
44.952
UserCPU time millis testing
2.328
UserCPU time millis training
42.624