Run
8653229

Run 8653229

Task 3903 (Supervised Classification) pc3 Uploaded 15-12-2017 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.trees254
mlr.classif.ranger(15)_mtry11
mlr.classif.ranger(15)_min.node.size43
mlr.classif.ranger(15)_replaceFALSE
mlr.classif.ranger(15)_sample.fraction0.346327041834593
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
0.8297
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.8486
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
-0.0025
Cross-validation details (10-fold Crossvalidation)
KB relative information score
-316.3687
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.1584
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.1842
Cross-validation details (10-fold Crossvalidation)
Number of instances
1563
Per class
Cross-validation details (10-fold Crossvalidation)
Precision
0.8056
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.8964
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.478
Cross-validation details (10-fold Crossvalidation)
Recall
0.8964
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.8603
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.3031
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.2791
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.9206
Cross-validation details (10-fold Crossvalidation)
SciMark benchmark
1683.9226
UserCPU time millis
1.4
UserCPU time millis testing
0.12
UserCPU time millis training
1.28