Run
8755696

Run 8755696

Task 145854 (Supervised Classification) nomao Uploaded 30-12-2017 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(9)Learner mlr.classif.ranger from package(s) ranger.
mlr.classif.ranger(9)_num.trees579
mlr.classif.ranger(9)_mtry56
mlr.classif.ranger(9)_min.node.size5657
mlr.classif.ranger(9)_sample.fraction0.293273631902412
mlr.classif.ranger(9)_num.threads1
mlr.classif.ranger(9)_verboseFALSE
mlr.classif.ranger(9)_openml.seed1
mlr.classif.ranger(9)_openml.kindMersenne-Twister
mlr.classif.ranger(9)_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
0.9414
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.8648
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.6693
Cross-validation details (10-fold Crossvalidation)
KB relative information score
16930.4147
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.2152
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
0.865
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.8645
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.863
Cross-validation details (10-fold Crossvalidation)
Recall
0.8645
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.5272
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4517
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.3095
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.6851
Cross-validation details (10-fold Crossvalidation)
SciMark benchmark
1836.6789
UserCPU time millis
99.693
UserCPU time millis testing
2.44
UserCPU time millis training
97.253