Run
8790313

Run 8790313

Task 3889 (Supervised Classification) sylva_agnostic Uploaded 15-01-2018 by OpenML_Bot R
0 likes downloaded by 0 people 0 issues 0 downvotes , 0 total downloads
  • botV1 mlrRandomBot sciBenchV1.0
Issue #Downvotes for this reason By


Flow

mlr.classif.ranger(16)Learner mlr.classif.ranger from package(s) ranger.
mlr.classif.ranger(16)_num.trees824
mlr.classif.ranger(16)_mtry16
mlr.classif.ranger(16)_min.node.size4531
mlr.classif.ranger(16)_sample.fraction0.615419357619248
mlr.classif.ranger(16)_num.threads1
mlr.classif.ranger(16)_verboseFALSE
mlr.classif.ranger(16)_openml.seed1
mlr.classif.ranger(16)_openml.kindMersenne-Twister
mlr.classif.ranger(16)_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
0.993
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.9087
Per class
Cross-validation details (10-fold Crossvalidation)
KB relative information score
1037.9418
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.0831
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.1156
Cross-validation details (10-fold Crossvalidation)
Number of instances
14395
Per class
Cross-validation details (10-fold Crossvalidation)
Precision
0.8807
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.9385
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.3338
Cross-validation details (10-fold Crossvalidation)
Recall
0.9385
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.7194
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.2403
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.1821
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.7576
Cross-validation details (10-fold Crossvalidation)
SciMark benchmark
1365.8538
UserCPU time millis
72.999
UserCPU time millis testing
2.47
UserCPU time millis training
70.529