Run
8658777

Run 8658777

Task 145853 (Supervised Classification) madelon Uploaded 17-12-2017 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.trees1477
mlr.classif.ranger(16)_mtry238
mlr.classif.ranger(16)_min.node.size30
mlr.classif.ranger(16)_sample.fraction0.148461632593535
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
0.7598
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.6962
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.3969
Cross-validation details (10-fold Crossvalidation)
KB relative information score
369.161
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.4426
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.5
Cross-validation details (10-fold Crossvalidation)
Number of instances
2600
Per class
Cross-validation details (10-fold Crossvalidation)
Precision
0.7044
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.6985
Cross-validation details (10-fold Crossvalidation)
Prior entropy
1
Cross-validation details (10-fold Crossvalidation)
Recall
0.6985
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.8852
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.5
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.4565
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.9131
Cross-validation details (10-fold Crossvalidation)
SciMark benchmark
1371.7131
UserCPU time millis
258.52
UserCPU time millis testing
1.408
UserCPU time millis training
257.112