Run
8733617

Run 8733617

Task 9970 (Supervised Classification) hill-valley Uploaded 29-12-2017 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.trees1730
mlr.classif.ranger(9)_mtry3
mlr.classif.ranger(9)_min.node.size205
mlr.classif.ranger(9)_replaceFALSE
mlr.classif.ranger(9)_sample.fraction0.614538389211521
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
0.5246
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.506
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.0165
Cross-validation details (10-fold Crossvalidation)
KB relative information score
11.7844
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.4962
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
0.5084
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.5083
Cross-validation details (10-fold Crossvalidation)
Prior entropy
1
Cross-validation details (10-fold Crossvalidation)
Recall
0.5083
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.9924
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.5
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.5002
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
1.0004
Cross-validation details (10-fold Crossvalidation)
SciMark benchmark
1758.8335
UserCPU time millis
13.625
UserCPU time millis testing
0.651
UserCPU time millis training
12.974