Run
8131745

Run 8131745

Task 145848 (Supervised Classification) ilpd Uploaded 18-10-2017 by OpenML_Bot R
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  • botV1 mlrRandomBot sciBenchV10
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Flow

mlr.classif.ranger(9)Learner mlr.classif.ranger from package(s) ranger.
mlr.classif.ranger(9)_num.trees144
mlr.classif.ranger(9)_mtry2
mlr.classif.ranger(9)_min.node.size18
mlr.classif.ranger(9)_replaceFALSE
mlr.classif.ranger(9)_sample.fraction0.108822219632566
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
0.7342
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.6353
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.0746
Cross-validation details (10-fold Crossvalidation)
KB relative information score
53.0967
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.3587
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
0.6659
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.7153
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.8651
Cross-validation details (10-fold Crossvalidation)
Recall
0.7153
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.8768
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4521
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.4205
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.9301
Cross-validation details (10-fold Crossvalidation)
SciMark benchmark
1876.2965
UserCPU time millis
0.245
UserCPU time millis testing
0.04
UserCPU time millis training
0.205