Run
8502170

Run 8502170

Task 145854 (Supervised Classification) nomao Uploaded 08-11-2017 by OpenML_Bot R
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  • botV1 mlrRandomBot sciBenchV10
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Flow

mlr.classif.ranger(9)Learner mlr.classif.ranger from package(s) ranger.
mlr.classif.ranger(9)_num.trees1485
mlr.classif.ranger(9)_mtry38
mlr.classif.ranger(9)_min.node.size4671
mlr.classif.ranger(9)_replaceFALSE
mlr.classif.ranger(9)_sample.fraction0.919145583733916
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
0.9792
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.9177
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.7932
Cross-validation details (10-fold Crossvalidation)
KB relative information score
24185.6953
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.1289
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
0.9224
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.9205
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.863
Cross-validation details (10-fold Crossvalidation)
Recall
0.9205
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.3159
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4517
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.2328
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.5155
Cross-validation details (10-fold Crossvalidation)
SciMark benchmark
1837.5991
UserCPU time millis
1157.854
UserCPU time millis testing
9.779
UserCPU time millis training
1148.075