Run
8671559

Run 8671559

Task 146803 (Supervised Classification) credit-g Uploaded 24-12-2017 by OpenML_Bot R
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  • botV1 mlrRandomBot sciBenchV1.0
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Flow

mlr.classif.ranger(9)Learner mlr.classif.ranger from package(s) ranger.
mlr.classif.ranger(9)_num.trees1433
mlr.classif.ranger(9)_mtry17
mlr.classif.ranger(9)_min.node.size227
mlr.classif.ranger(9)_replaceFALSE
mlr.classif.ranger(9)_sample.fraction0.769718523207121
mlr.classif.ranger(9)_respect.unordered.factorsTRUE
mlr.classif.ranger(9)_num.threads1
mlr.classif.ranger(9)_verboseFALSE
mlr.classif.ranger(9)_openml.seed1
mlr.classif.ranger(9)_openml.kindMersenne-Twister
mlr.classif.ranger(9)_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
0.7527
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.6935
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.2405
Cross-validation details (10-fold Crossvalidation)
KB relative information score
137.2319
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.3566
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
0.694
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.719
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.8818
Cross-validation details (10-fold Crossvalidation)
Recall
0.719
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.8488
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4583
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.4198
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.9161
Cross-validation details (10-fold Crossvalidation)
SciMark benchmark
1824.1606
UserCPU time millis
4.273
UserCPU time millis testing
0.316
UserCPU time millis training
3.957