Run
8370300

Run 8370300

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.trees1939
mlr.classif.ranger(13)_mtry1
mlr.classif.ranger(13)_min.node.size24
mlr.classif.ranger(13)_sample.fraction0.57249399763532
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
0.6545
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.6058
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.2115
Cross-validation details (10-fold Crossvalidation)
KB relative information score
34.3368
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.4953
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
0.6058
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.6058
Cross-validation details (10-fold Crossvalidation)
Prior entropy
1
Cross-validation details (10-fold Crossvalidation)
Recall
0.6058
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.9906
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.5
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.4956
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.9912
Cross-validation details (10-fold Crossvalidation)
SciMark benchmark
1256.2769
UserCPU time millis
168.643
UserCPU time millis testing
13.051
UserCPU time millis training
155.592