Run
8680335

Run 8680335

Task 146803 (Supervised Classification) credit-g Uploaded 25-12-2017 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.trees700
mlr.classif.ranger(9)_mtry20
mlr.classif.ranger(9)_min.node.size56
mlr.classif.ranger(9)_replaceFALSE
mlr.classif.ranger(9)_sample.fraction0.230649310839362
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
0.7811
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.7101
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.2798
Cross-validation details (10-fold Crossvalidation)
KB relative information score
156.154
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.3505
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
0.7227
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.741
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.8818
Cross-validation details (10-fold Crossvalidation)
Recall
0.741
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.8342
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4583
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.4115
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.8981
Cross-validation details (10-fold Crossvalidation)
SciMark benchmark
1861.7174
UserCPU time millis
2.211
UserCPU time millis testing
0.168
UserCPU time millis training
2.043