Run
8778361

Run 8778361

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.trees205
mlr.classif.ranger(16)_mtry83
mlr.classif.ranger(16)_min.node.size35
mlr.classif.ranger(16)_replaceFALSE
mlr.classif.ranger(16)_sample.fraction0.570366336172447
mlr.classif.ranger(16)_respect.unordered.factorsTRUE
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
0.9918
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.9622
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.9072
Cross-validation details (10-fold Crossvalidation)
KB relative information score
29070.0265
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.0671
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
0.9621
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.9622
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.863
Cross-validation details (10-fold Crossvalidation)
Recall
0.9622
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.1644
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4517
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.1717
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.3801
Cross-validation details (10-fold Crossvalidation)
SciMark benchmark
1369.8
UserCPU time millis
1164.751
UserCPU time millis testing
2.591
UserCPU time millis training
1162.16