Run
8011555

Run 8011555

Task 145848 (Supervised Classification) ilpd Uploaded 17-10-2017 by OpenML_Bot R
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  • botV1 mlrRandomBot sciBenchV1.0
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Flow

mlr.classif.ranger(9)Learner mlr.classif.ranger from package(s) ranger.
mlr.classif.ranger(9)_num.trees56
mlr.classif.ranger(9)_mtry9
mlr.classif.ranger(9)_min.node.size103
mlr.classif.ranger(9)_replaceFALSE
mlr.classif.ranger(9)_sample.fraction0.449885311769322
mlr.classif.ranger(9)_num.threads1
mlr.classif.ranger(9)_verboseFALSE
mlr.classif.ranger(9)_openml.seed1
mlr.classif.ranger(9)_openml.kindMersenne-Twister
mlr.classif.ranger(9)_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
0.7349
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.6462
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.1012
Cross-validation details (10-fold Crossvalidation)
KB relative information score
57.2199
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.3551
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
0.6873
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.7221
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.8651
Cross-validation details (10-fold Crossvalidation)
Recall
0.7221
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.8679
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4521
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.4192
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.9273
Cross-validation details (10-fold Crossvalidation)
SciMark benchmark
1871.2001
UserCPU time millis
0.119
UserCPU time millis testing
0.036
UserCPU time millis training
0.083