Run
8638383

Run 8638383

Task 145848 (Supervised Classification) ilpd Uploaded 11-12-2017 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.trees1014
mlr.classif.ranger(9)_mtry6
mlr.classif.ranger(9)_min.node.size24
mlr.classif.ranger(9)_replaceFALSE
mlr.classif.ranger(9)_sample.fraction0.929861642420292
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
0.7149
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.6652
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.1524
Cross-validation details (10-fold Crossvalidation)
KB relative information score
57.3948
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.3482
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
0.6565
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.6827
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.8651
Cross-validation details (10-fold Crossvalidation)
Recall
0.6827
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.8512
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4521
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.4346
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.9613
Cross-validation details (10-fold Crossvalidation)
SciMark benchmark
1729.9202
UserCPU time millis
5.231
UserCPU time millis testing
0.381
UserCPU time millis training
4.85