OpenML
8259430

Run 8259430

Task 3918 (Supervised Classification) pc1 Uploaded 26-10-2017 by OpenML_Bot R
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  • botV1 mlrRandomBot sciBenchV10
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Flow

mlr.classif.ranger(9)Learner mlr.classif.ranger from package(s) ranger.
mlr.classif.ranger(9)_num.trees273
mlr.classif.ranger(9)_mtry4
mlr.classif.ranger(9)_min.node.size195
mlr.classif.ranger(9)_replaceFALSE
mlr.classif.ranger(9)_sample.fraction0.240661769523285
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
0.7752
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.8988
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.0219
Cross-validation details (10-fold Crossvalidation)
KB relative information score
-388.284
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.1191
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.1299
Cross-validation details (10-fold Crossvalidation)
Number of instances
1109
Per class
Cross-validation details (10-fold Crossvalidation)
Precision
0.9014
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.9306
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.3667
Cross-validation details (10-fold Crossvalidation)
Recall
0.9306
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.9172
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.2542
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.2416
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.9504
Cross-validation details (10-fold Crossvalidation)
SciMark benchmark
1867.1999
UserCPU time millis
0.624
UserCPU time millis testing
0.062
UserCPU time millis training
0.562