Run
8561016

Run 8561016

Task 145972 (Supervised Classification) credit-g Uploaded 26-11-2017 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.trees1457
mlr.classif.ranger(16)_mtry14
mlr.classif.ranger(16)_min.node.size4
mlr.classif.ranger(16)_sample.fraction0.298711770656519
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
0.798
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.7593
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.4065
Cross-validation details (10-fold Crossvalidation)
KB relative information score
198.8375
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.3351
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.4202
Cross-validation details (10-fold Crossvalidation)
Number of instances
1000
Per class
Cross-validation details (10-fold Crossvalidation)
Precision
0.7628
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.774
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.8818
Cross-validation details (10-fold Crossvalidation)
Recall
0.774
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.7975
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4583
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.4006
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.8743
Cross-validation details (10-fold Crossvalidation)
SciMark benchmark
1365.9549
UserCPU time millis
8.457
UserCPU time millis testing
1.015
UserCPU time millis training
7.442