Run
8628675

Run 8628675

Task 145847 (Supervised Classification) hill-valley Uploaded 09-12-2017 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.trees1705
mlr.classif.ranger(15)_mtry68
mlr.classif.ranger(15)_min.node.size3
mlr.classif.ranger(15)_sample.fraction0.374113697512075
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
0.5984
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.5676
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.1353
Cross-validation details (10-fold Crossvalidation)
KB relative information score
66.5603
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.4775
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.5
Cross-validation details (10-fold Crossvalidation)
Number of instances
1212
Per class
Cross-validation details (10-fold Crossvalidation)
Precision
0.5677
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.5677
Cross-validation details (10-fold Crossvalidation)
Prior entropy
1
Cross-validation details (10-fold Crossvalidation)
Recall
0.5677
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.955
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.5
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.4953
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.9905
Cross-validation details (10-fold Crossvalidation)
SciMark benchmark
1358.089
UserCPU time millis
251.7
UserCPU time millis testing
1.23
UserCPU time millis training
250.47