Run
8536110

Run 8536110

Task 145848 (Supervised Classification) ilpd Uploaded 17-11-2017 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.trees784
mlr.classif.ranger(15)_mtry9
mlr.classif.ranger(15)_min.node.size17
mlr.classif.ranger(15)_replaceFALSE
mlr.classif.ranger(15)_sample.fraction0.563667811476625
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
0.7247
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.6655
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.1473
Cross-validation details (10-fold Crossvalidation)
KB relative information score
57.6521
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.3487
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
0.6569
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.6895
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.8651
Cross-validation details (10-fold Crossvalidation)
Recall
0.6895
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.8522
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4521
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.4266
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.9436
Cross-validation details (10-fold Crossvalidation)
SciMark benchmark
1298.711
UserCPU time millis
3.29
UserCPU time millis testing
0.22
UserCPU time millis training
3.07