Run
8552063

Run 8552063

Task 145853 (Supervised Classification) madelon Uploaded 22-11-2017 by OpenML_Bot R
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  • botV1 mlrRandomBot sciBenchV1.0
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Flow

mlr.classif.ranger(15)Learner mlr.classif.ranger from package(s) ranger.
mlr.classif.ranger(15)_num.trees40
mlr.classif.ranger(15)_mtry96
mlr.classif.ranger(15)_min.node.size62
mlr.classif.ranger(15)_replaceFALSE
mlr.classif.ranger(15)_sample.fraction0.339071075525135
mlr.classif.ranger(15)_respect.unordered.factorsTRUE
mlr.classif.ranger(15)_num.threads1
mlr.classif.ranger(15)_verboseFALSE
mlr.classif.ranger(15)_openml.seed1
mlr.classif.ranger(15)_openml.kindMersenne-Twister
mlr.classif.ranger(15)_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
0.8252
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.7486
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.4985
Cross-validation details (10-fold Crossvalidation)
KB relative information score
571.0744
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.4078
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
0.7518
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.7492
Cross-validation details (10-fold Crossvalidation)
Prior entropy
1
Cross-validation details (10-fold Crossvalidation)
Recall
0.7492
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.8157
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.5
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.4304
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.8608
Cross-validation details (10-fold Crossvalidation)
SciMark benchmark
1412.9048
UserCPU time millis
6.73
UserCPU time millis testing
0.28
UserCPU time millis training
6.45