Run
8534986

Run 8534986

Task 145854 (Supervised Classification) nomao Uploaded 16-11-2017 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(15)Learner mlr.classif.ranger from package(s) ranger.
mlr.classif.ranger(15)_num.trees873
mlr.classif.ranger(15)_mtry69
mlr.classif.ranger(15)_min.node.size1802
mlr.classif.ranger(15)_sample.fraction0.404285027901642
mlr.classif.ranger(15)_respect.unordered.factorsTRUE
mlr.classif.ranger(15)_num.threads1
mlr.classif.ranger(15)_verboseFALSE
mlr.classif.ranger(15)_openml.seed1
mlr.classif.ranger(15)_openml.kindMersenne-Twister
mlr.classif.ranger(15)_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
0.9774
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.9172
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.7918
Cross-validation details (10-fold Crossvalidation)
KB relative information score
24452.2735
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.123
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
0.9222
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.9201
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.863
Cross-validation details (10-fold Crossvalidation)
Recall
0.9201
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.3013
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4517
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.2336
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.5171
Cross-validation details (10-fold Crossvalidation)
SciMark benchmark
1332.2169
UserCPU time millis
908.12
UserCPU time millis testing
7.91
UserCPU time millis training
900.21