Run
8853636

Run 8853636

Task 145848 (Supervised Classification) ilpd Uploaded 28-01-2018 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.trees1536
mlr.classif.ranger(9)_mtry1
mlr.classif.ranger(9)_min.node.size14
mlr.classif.ranger(9)_replaceFALSE
mlr.classif.ranger(9)_sample.fraction0.980326701584272
mlr.classif.ranger(9)_respect.unordered.factorsTRUE
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
0.7498
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.6727
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.1591
Cross-validation details (10-fold Crossvalidation)
KB relative information score
64.3224
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.3502
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
0.6745
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.7136
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.8651
Cross-validation details (10-fold Crossvalidation)
Recall
0.7136
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.856
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4521
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.4162
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.9206
Cross-validation details (10-fold Crossvalidation)
SciMark benchmark
1756.1444
UserCPU time millis
5.48
UserCPU time millis testing
0.628
UserCPU time millis training
4.852