Run
8695096

Run 8695096

Task 145854 (Supervised Classification) nomao Uploaded 26-12-2017 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.trees1516
mlr.classif.ranger(16)_mtry48
mlr.classif.ranger(16)_min.node.size12
mlr.classif.ranger(16)_sample.fraction0.127806406375021
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
0.9904
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.9572
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.8949
Cross-validation details (10-fold Crossvalidation)
KB relative information score
28152.6976
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.0793
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
0.9572
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.9573
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.863
Cross-validation details (10-fold Crossvalidation)
Recall
0.9573
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.1943
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4517
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.182
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.4029
Cross-validation details (10-fold Crossvalidation)
SciMark benchmark
1364.3572
UserCPU time millis
1322.625
UserCPU time millis testing
16.182
UserCPU time millis training
1306.443