Run
8534969

Run 8534969

Task 145854 (Supervised Classification) nomao Uploaded 16-11-2017 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.trees162
mlr.classif.ranger(15)_mtry61
mlr.classif.ranger(15)_min.node.size5653
mlr.classif.ranger(15)_sample.fraction0.832795585645363
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
0.9759
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.9168
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.7908
Cross-validation details (10-fold Crossvalidation)
KB relative information score
24096.2403
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.1283
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
0.9217
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.9197
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.863
Cross-validation details (10-fold Crossvalidation)
Recall
0.9197
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.3144
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4517
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.2366
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.5239
Cross-validation details (10-fold Crossvalidation)
SciMark benchmark
1320.3922
UserCPU time millis
190.28
UserCPU time millis testing
1.21
UserCPU time millis training
189.07