Run
8222480

Run 8222480

Task 145848 (Supervised Classification) ilpd Uploaded 24-10-2017 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.trees1307
mlr.classif.ranger(9)_mtry10
mlr.classif.ranger(9)_min.node.size1
mlr.classif.ranger(9)_replaceFALSE
mlr.classif.ranger(9)_sample.fraction0.332995860790834
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
0.7421
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.6795
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.1815
Cross-validation details (10-fold Crossvalidation)
KB relative information score
65.8222
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.3466
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
0.6735
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.705
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.8651
Cross-validation details (10-fold Crossvalidation)
Recall
0.705
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.8472
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4521
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.4189
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.9266
Cross-validation details (10-fold Crossvalidation)
SciMark benchmark
1760.9717
UserCPU time millis
5.743
UserCPU time millis testing
0.592
UserCPU time millis training
5.151