Run
8650959

Run 8650959

Task 145853 (Supervised Classification) madelon Uploaded 13-12-2017 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.trees1982
mlr.classif.ranger(15)_mtry402
mlr.classif.ranger(15)_min.node.size339
mlr.classif.ranger(15)_replaceFALSE
mlr.classif.ranger(15)_sample.fraction0.643536688177846
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
0.788
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.7184
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.4408
Cross-validation details (10-fold Crossvalidation)
KB relative information score
576.8675
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.4024
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.5
Cross-validation details (10-fold Crossvalidation)
Number of instances
2600
Per class
Cross-validation details (10-fold Crossvalidation)
Precision
0.7267
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.7204
Cross-validation details (10-fold Crossvalidation)
Prior entropy
1
Cross-validation details (10-fold Crossvalidation)
Recall
0.7204
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.8048
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.5
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.4377
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.8755
Cross-validation details (10-fold Crossvalidation)
SciMark benchmark
1400.7149
UserCPU time millis
382.57
UserCPU time millis testing
1.16
UserCPU time millis training
381.41