Run
8757382

Run 8757382

Task 145847 (Supervised Classification) hill-valley Uploaded 31-12-2017 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.trees1814
mlr.classif.ranger(16)_mtry97
mlr.classif.ranger(16)_min.node.size7
mlr.classif.ranger(16)_replaceFALSE
mlr.classif.ranger(16)_sample.fraction0.784606028790586
mlr.classif.ranger(16)_respect.unordered.factorsTRUE
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
0.6098
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.579
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.1584
Cross-validation details (10-fold Crossvalidation)
KB relative information score
112.087
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.4593
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.5
Cross-validation details (10-fold Crossvalidation)
Number of instances
1212
Per class
Cross-validation details (10-fold Crossvalidation)
Precision
0.5794
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.5792
Cross-validation details (10-fold Crossvalidation)
Prior entropy
1
Cross-validation details (10-fold Crossvalidation)
Recall
0.5792
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.9186
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.5
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.5051
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
1.0101
Cross-validation details (10-fold Crossvalidation)
SciMark benchmark
1380.1223
UserCPU time millis
808.678
UserCPU time millis testing
2.401
UserCPU time millis training
806.277