Run
8778519

Run 8778519

Task 145854 (Supervised Classification) nomao Uploaded 05-01-2018 by OpenML_Bot R
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  • botV1 mlrRandomBot sciBenchV1.0
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Flow

mlr.classif.ranger(16)Learner mlr.classif.ranger from package(s) ranger.
mlr.classif.ranger(16)_num.trees150
mlr.classif.ranger(16)_mtry36
mlr.classif.ranger(16)_min.node.size1552
mlr.classif.ranger(16)_sample.fraction0.939438709011301
mlr.classif.ranger(16)_num.threads1
mlr.classif.ranger(16)_verboseFALSE
mlr.classif.ranger(16)_openml.seed1
mlr.classif.ranger(16)_openml.kindMersenne-Twister
mlr.classif.ranger(16)_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
0.9824
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.9362
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.842
Cross-validation details (10-fold Crossvalidation)
KB relative information score
25514.7757
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.1107
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
0.9364
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.9369
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.863
Cross-validation details (10-fold Crossvalidation)
Recall
0.9369
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.2712
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4517
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.2191
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.485
Cross-validation details (10-fold Crossvalidation)
SciMark benchmark
1370.6852
UserCPU time millis
281.917
UserCPU time millis testing
1.269
UserCPU time millis training
280.648