Run
8534957

Run 8534957

Task 145854 (Supervised Classification) nomao Uploaded 16-11-2017 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.trees351
mlr.classif.ranger(15)_mtry92
mlr.classif.ranger(15)_min.node.size9472
mlr.classif.ranger(15)_replaceFALSE
mlr.classif.ranger(15)_sample.fraction0.398704604664817
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
0.8632
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.858
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.6541
Cross-validation details (10-fold Crossvalidation)
KB relative information score
15537.3528
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.2348
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
0.859
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.8572
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.863
Cross-validation details (10-fold Crossvalidation)
Recall
0.8572
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.5753
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4517
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.3341
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.7397
Cross-validation details (10-fold Crossvalidation)
SciMark benchmark
1284.9032
UserCPU time millis
80.72
UserCPU time millis testing
1.91
UserCPU time millis training
78.81