Run
8646630

Run 8646630

Task 9971 (Supervised Classification) ilpd Uploaded 12-12-2017 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.trees1710
mlr.classif.ranger(15)_mtry5
mlr.classif.ranger(15)_min.node.size53
mlr.classif.ranger(15)_replaceFALSE
mlr.classif.ranger(15)_sample.fraction0.826809401391074
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
0.7201
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.6637
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.1389
Cross-validation details (10-fold Crossvalidation)
KB relative information score
56.7019
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.3513
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
0.6564
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.6947
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.8651
Cross-validation details (10-fold Crossvalidation)
Recall
0.6947
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.8586
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4521
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.4274
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.9453
Cross-validation details (10-fold Crossvalidation)
SciMark benchmark
1333.9458
UserCPU time millis
4.15
UserCPU time millis testing
0.36
UserCPU time millis training
3.79