Run
8772539

Run 8772539

Task 9967 (Supervised Classification) steel-plates-fault Uploaded 03-01-2018 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.trees244
mlr.classif.ranger(16)_mtry6
mlr.classif.ranger(16)_min.node.size39
mlr.classif.ranger(16)_sample.fraction0.409456234471873
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
0.9994
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.9907
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.9795
Cross-validation details (10-fold Crossvalidation)
KB relative information score
1439.519
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.1442
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.4531
Cross-validation details (10-fold Crossvalidation)
Number of instances
1941
Per class
Cross-validation details (10-fold Crossvalidation)
Precision
0.9907
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.9907
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.9313
Cross-validation details (10-fold Crossvalidation)
Recall
0.9907
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.3183
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4759
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.1822
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.3828
Cross-validation details (10-fold Crossvalidation)
SciMark benchmark
1371.577
UserCPU time millis
2.265
UserCPU time millis testing
0.154
UserCPU time millis training
2.111