Run
8778578

Run 8778578

Task 145854 (Supervised Classification) nomao Uploaded 06-01-2018 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.trees1817
mlr.classif.ranger(16)_mtry84
mlr.classif.ranger(16)_min.node.size128
mlr.classif.ranger(16)_replaceFALSE
mlr.classif.ranger(16)_sample.fraction0.149092287616804
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
0.9848
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.944
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.8618
Cross-validation details (10-fold Crossvalidation)
KB relative information score
26440.3339
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.0989
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
0.9439
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.9443
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.863
Cross-validation details (10-fold Crossvalidation)
Recall
0.9443
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.2424
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4517
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.2081
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.4607
Cross-validation details (10-fold Crossvalidation)
SciMark benchmark
1348.664
UserCPU time millis
2549.499
UserCPU time millis testing
18.139
UserCPU time millis training
2531.36