Run
8547822

Run 8547822

Task 145848 (Supervised Classification) ilpd Uploaded 20-11-2017 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.trees1637
mlr.classif.ranger(15)_mtry3
mlr.classif.ranger(15)_min.node.size216
mlr.classif.ranger(15)_replaceFALSE
mlr.classif.ranger(15)_sample.fraction0.953827118151821
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
0.7302
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.5923
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
-0.0152
Cross-validation details (10-fold Crossvalidation)
KB relative information score
50.3329
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.3603
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
0.5434
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.7033
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.8651
Cross-validation details (10-fold Crossvalidation)
Recall
0.7033
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.8808
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4521
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.4207
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.9305
Cross-validation details (10-fold Crossvalidation)
SciMark benchmark
1319.1122
UserCPU time millis
1.57
UserCPU time millis testing
0.31
UserCPU time millis training
1.26