Run
8539761

Run 8539761

Task 145848 (Supervised Classification) ilpd Uploaded 18-11-2017 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.trees726
mlr.classif.ranger(9)_mtry2
mlr.classif.ranger(9)_min.node.size40
mlr.classif.ranger(9)_replaceFALSE
mlr.classif.ranger(9)_sample.fraction0.176623265701346
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
0.7443
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.6223
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.0565
Cross-validation details (10-fold Crossvalidation)
KB relative information score
50.4903
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.3615
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.4091
Cross-validation details (10-fold Crossvalidation)
Number of instances
583
Per class
Cross-validation details (10-fold Crossvalidation)
Precision
0.7235
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.7221
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.8651
Cross-validation details (10-fold Crossvalidation)
Recall
0.7221
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.8836
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4521
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.4185
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.9256
Cross-validation details (10-fold Crossvalidation)
SciMark benchmark
1791.9949
UserCPU time millis
0.814
UserCPU time millis testing
0.134
UserCPU time millis training
0.68