Run
8553750

Run 8553750

Task 145872 (Supervised Classification) steel-plates-fault Uploaded 23-11-2017 by OpenML_Bot R
0 likes downloaded by 0 people 0 issues 0 downvotes , 0 total downloads
Issue #Downvotes for this reason By


Flow

mlr.classif.ranger(15)Learner mlr.classif.ranger from package(s) ranger.
mlr.classif.ranger(15)_num.trees1558
mlr.classif.ranger(15)_mtry2
mlr.classif.ranger(15)_min.node.size163
mlr.classif.ranger(15)_sample.fraction0.565805514249951
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
0.9863
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.893
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.7586
Cross-validation details (10-fold Crossvalidation)
KB relative information score
742.8883
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.3081
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
0.9077
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.8975
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.9313
Cross-validation details (10-fold Crossvalidation)
Recall
0.8975
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.6799
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4759
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.3435
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.7218
Cross-validation details (10-fold Crossvalidation)
SciMark benchmark
1284.2483
UserCPU time millis
7.42
UserCPU time millis testing
0.73
UserCPU time millis training
6.69