Run
8753304

Run 8753304

Task 145854 (Supervised Classification) nomao Uploaded 30-12-2017 by OpenML_Bot R
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  • botV1 mlrRandomBot sciBenchV1.0
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Flow

mlr.classif.ranger(9)Learner mlr.classif.ranger from package(s) ranger.
mlr.classif.ranger(9)_num.trees1494
mlr.classif.ranger(9)_mtry72
mlr.classif.ranger(9)_min.node.size1238
mlr.classif.ranger(9)_replaceFALSE
mlr.classif.ranger(9)_sample.fraction0.504434152971953
mlr.classif.ranger(9)_respect.unordered.factorsTRUE
mlr.classif.ranger(9)_num.threads1
mlr.classif.ranger(9)_verboseFALSE
mlr.classif.ranger(9)_openml.seed1
mlr.classif.ranger(9)_openml.kindMersenne-Twister
mlr.classif.ranger(9)_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
0.9795
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.9299
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.8253
Cross-validation details (10-fold Crossvalidation)
KB relative information score
25063.0103
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.1145
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
0.9315
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.9314
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.863
Cross-validation details (10-fold Crossvalidation)
Recall
0.9314
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.2805
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4517
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.2268
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.5022
Cross-validation details (10-fold Crossvalidation)
SciMark benchmark
2132.217
UserCPU time millis
1684.091
UserCPU time millis testing
8.296
UserCPU time millis training
1675.795