Run
8170602

Run 8170602

Task 145972 (Supervised Classification) credit-g Uploaded 19-10-2017 by OpenML_Bot R
0 likes downloaded by 0 people 0 issues 0 downvotes , 0 total downloads
  • botV1 mlrRandomBot sciBenchV10
Issue #Downvotes for this reason By


Flow

mlr.classif.ranger(9)Learner mlr.classif.ranger from package(s) ranger.
mlr.classif.ranger(9)_num.trees484
mlr.classif.ranger(9)_mtry5
mlr.classif.ranger(9)_min.node.size232
mlr.classif.ranger(9)_sample.fraction0.675557989254594
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
0.7805
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.6254
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.0962
Cross-validation details (10-fold Crossvalidation)
KB relative information score
110.6408
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.374
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.4202
Cross-validation details (10-fold Crossvalidation)
Number of instances
1000
Per class
Cross-validation details (10-fold Crossvalidation)
Precision
0.7408
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.718
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.8818
Cross-validation details (10-fold Crossvalidation)
Recall
0.718
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.8902
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4583
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.42
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.9165
Cross-validation details (10-fold Crossvalidation)
SciMark benchmark
1729.3282
UserCPU time millis
1.088
UserCPU time millis testing
0.136
UserCPU time millis training
0.952