Run
8653948

Run 8653948

Task 3913 (Supervised Classification) kc2 Uploaded 15-12-2017 by OpenML_Bot R
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  • botV1 mlrRandomBot sciBenchV1.0
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Flow

mlr.classif.ranger(15)Learner mlr.classif.ranger from package(s) ranger.
mlr.classif.ranger(15)_num.trees1252
mlr.classif.ranger(15)_mtry17
mlr.classif.ranger(15)_min.node.size12
mlr.classif.ranger(15)_replaceFALSE
mlr.classif.ranger(15)_sample.fraction0.255737326666713
mlr.classif.ranger(15)_num.threads1
mlr.classif.ranger(15)_verboseFALSE
mlr.classif.ranger(15)_openml.seed1
mlr.classif.ranger(15)_openml.kindMersenne-Twister
mlr.classif.ranger(15)_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
0.8164
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.832
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.4579
Cross-validation details (10-fold Crossvalidation)
KB relative information score
141.1998
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.2195
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.3266
Cross-validation details (10-fold Crossvalidation)
Number of instances
522
Per class
Cross-validation details (10-fold Crossvalidation)
Precision
0.8303
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.8429
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.734
Cross-validation details (10-fold Crossvalidation)
Recall
0.8429
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.6722
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4037
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.3367
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.8339
Cross-validation details (10-fold Crossvalidation)
SciMark benchmark
1394.9633
UserCPU time millis
3.29
UserCPU time millis testing
0.23
UserCPU time millis training
3.06