Run
8535004

Run 8535004

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.trees760
mlr.classif.ranger(15)_mtry18
mlr.classif.ranger(15)_min.node.size3658
mlr.classif.ranger(15)_replaceFALSE
mlr.classif.ranger(15)_sample.fraction0.46561319869943
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
0.974
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.9165
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.7903
Cross-validation details (10-fold Crossvalidation)
KB relative information score
21171.8341
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.1696
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
0.9208
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.9192
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.863
Cross-validation details (10-fold Crossvalidation)
Recall
0.9192
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.4156
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4517
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.253
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.56
Cross-validation details (10-fold Crossvalidation)
SciMark benchmark
1286.5316
UserCPU time millis
242.65
UserCPU time millis testing
5.87
UserCPU time millis training
236.78