Run
8547835

Run 8547835

Task 145848 (Supervised Classification) ilpd Uploaded 20-11-2017 by OpenML_Bot R
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  • botV1 mlrRandomBot sciBenchV1.0
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Flow

mlr.classif.ranger(15)Learner mlr.classif.ranger from package(s) ranger.
mlr.classif.ranger(15)_num.trees1114
mlr.classif.ranger(15)_mtry7
mlr.classif.ranger(15)_min.node.size149
mlr.classif.ranger(15)_replaceFALSE
mlr.classif.ranger(15)_sample.fraction0.779726203368045
mlr.classif.ranger(15)_respect.unordered.factorsTRUE
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
0.7217
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.6521
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.1076
Cross-validation details (10-fold Crossvalidation)
KB relative information score
54.1653
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.3558
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.4091
Cross-validation details (10-fold Crossvalidation)
Number of instances
583
Per class
Cross-validation details (10-fold Crossvalidation)
Precision
0.6584
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.7084
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.8651
Cross-validation details (10-fold Crossvalidation)
Recall
0.7084
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.8698
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4521
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.4241
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.9381
Cross-validation details (10-fold Crossvalidation)
SciMark benchmark
1315.8658
UserCPU time millis
1.58
UserCPU time millis testing
0.22
UserCPU time millis training
1.36