OpenML
8218219

Run 8218219

Task 3918 (Supervised Classification) pc1 Uploaded 24-10-2017 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.trees1264
mlr.classif.ranger(9)_mtry3
mlr.classif.ranger(9)_min.node.size48
mlr.classif.ranger(9)_replaceFALSE
mlr.classif.ranger(9)_sample.fraction0.531131638167426
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
0.8592
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.8967
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
-0.0018
Cross-validation details (10-fold Crossvalidation)
KB relative information score
-368.28
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.1125
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
0.8659
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.9297
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.3667
Cross-validation details (10-fold Crossvalidation)
Recall
0.9297
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.8659
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.2542
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.231
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.9086
Cross-validation details (10-fold Crossvalidation)
SciMark benchmark
1866.2865
UserCPU time millis
4.285
UserCPU time millis testing
0.487
UserCPU time millis training
3.798