Run
8371526

Run 8371526

Task 145853 (Supervised Classification) madelon Uploaded 31-10-2017 by OpenML_Bot R
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Flow

mlr.classif.ranger(13)Learner mlr.classif.ranger from package(s) ranger.
mlr.classif.ranger(13)_num.trees753
mlr.classif.ranger(13)_mtry8
mlr.classif.ranger(13)_min.node.size178
mlr.classif.ranger(13)_replaceFALSE
mlr.classif.ranger(13)_sample.fraction0.283029744890518
mlr.classif.ranger(13)_respect.unordered.factorsTRUE
mlr.classif.ranger(13)_num.threads1
mlr.classif.ranger(13)_verboseFALSE
mlr.classif.ranger(13)_openml.seed1
mlr.classif.ranger(13)_openml.kindMersenne-Twister
mlr.classif.ranger(13)_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
0.6826
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.6149
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.23
Cross-validation details (10-fold Crossvalidation)
KB relative information score
84.9999
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.488
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
0.6151
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.615
Cross-validation details (10-fold Crossvalidation)
Prior entropy
1
Cross-validation details (10-fold Crossvalidation)
Recall
0.615
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.9761
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.5
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.4892
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.9785
Cross-validation details (10-fold Crossvalidation)
SciMark benchmark
1271.3805
UserCPU time millis
36.278
UserCPU time millis testing
2.827
UserCPU time millis training
33.451