Run
8218208

Run 8218208

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.trees345
mlr.classif.ranger(9)_mtry14
mlr.classif.ranger(9)_min.node.size11
mlr.classif.ranger(9)_replaceFALSE
mlr.classif.ranger(9)_sample.fraction0.194330894667655
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
0.852
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.9112
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.1738
Cross-validation details (10-fold Crossvalidation)
KB relative information score
-436.7395
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.1127
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
0.9117
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.9324
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.3667
Cross-validation details (10-fold Crossvalidation)
Recall
0.9324
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.8677
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.2542
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.2307
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.9075
Cross-validation details (10-fold Crossvalidation)
SciMark benchmark
1864.6011
UserCPU time millis
1.434
UserCPU time millis testing
0.105
UserCPU time millis training
1.329