Run
8709100

Run 8709100

Task 145854 (Supervised Classification) nomao Uploaded 28-12-2017 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.trees1647
mlr.classif.ranger(16)_mtry25
mlr.classif.ranger(16)_min.node.size4083
mlr.classif.ranger(16)_sample.fraction0.59887190097943
mlr.classif.ranger(16)_respect.unordered.factorsTRUE
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
0.9792
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.9175
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.7927
Cross-validation details (10-fold Crossvalidation)
KB relative information score
23039.3401
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.1466
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
0.9219
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.9202
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.863
Cross-validation details (10-fold Crossvalidation)
Recall
0.9202
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.3592
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4517
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.2388
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.5287
Cross-validation details (10-fold Crossvalidation)
SciMark benchmark
1370.6551
UserCPU time millis
1013.986
UserCPU time millis testing
10.63
UserCPU time millis training
1003.356