Run
8535911

Run 8535911

Task 145854 (Supervised Classification) nomao Uploaded 17-11-2017 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.trees1142
mlr.classif.ranger(15)_mtry3
mlr.classif.ranger(15)_min.node.size196
mlr.classif.ranger(15)_sample.fraction0.207890270929784
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
0.987
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.9427
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.8579
Cross-validation details (10-fold Crossvalidation)
KB relative information score
22931.0434
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.1519
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.4081
Cross-validation details (10-fold Crossvalidation)
Number of instances
34465
Per class
Cross-validation details (10-fold Crossvalidation)
Precision
0.9434
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.9435
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.863
Cross-validation details (10-fold Crossvalidation)
Recall
0.9435
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.3722
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4517
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.2288
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.5066
Cross-validation details (10-fold Crossvalidation)
SciMark benchmark
1337.33
UserCPU time millis
262.33
UserCPU time millis testing
30.06
UserCPU time millis training
232.27