Run
8546085

Run 8546085

Task 145972 (Supervised Classification) credit-g Uploaded 20-11-2017 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.trees891
mlr.classif.ranger(15)_mtry17
mlr.classif.ranger(15)_min.node.size202
mlr.classif.ranger(15)_replaceFALSE
mlr.classif.ranger(15)_sample.fraction0.853691509529017
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
0.7618
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.7224
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.3163
Cross-validation details (10-fold Crossvalidation)
KB relative information score
160.243
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.3488
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
0.721
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.738
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.8818
Cross-validation details (10-fold Crossvalidation)
Recall
0.738
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.8302
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4583
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.4158
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.9074
Cross-validation details (10-fold Crossvalidation)
SciMark benchmark
1271.7239
UserCPU time millis
3.46
UserCPU time millis testing
0.26
UserCPU time millis training
3.2