Run
8553695

Run 8553695

Task 145872 (Supervised Classification) steel-plates-fault Uploaded 23-11-2017 by OpenML_Bot R
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Flow

mlr.classif.ranger(15)Learner mlr.classif.ranger from package(s) ranger.
mlr.classif.ranger(15)_num.trees645
mlr.classif.ranger(15)_mtry4
mlr.classif.ranger(15)_min.node.size135
mlr.classif.ranger(15)_replaceFALSE
mlr.classif.ranger(15)_sample.fraction0.130384010495618
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
0.9511
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.7326
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.4028
Cross-validation details (10-fold Crossvalidation)
KB relative information score
445.4719
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.3663
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
0.8212
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.7702
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.9313
Cross-validation details (10-fold Crossvalidation)
Recall
0.7702
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.8084
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4759
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.3984
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.8371
Cross-validation details (10-fold Crossvalidation)
SciMark benchmark
1311.4707
UserCPU time millis
2.33
UserCPU time millis testing
0.25
UserCPU time millis training
2.08