Run
8583132

Run 8583132

Task 145848 (Supervised Classification) ilpd Uploaded 28-11-2017 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.trees482
mlr.classif.ranger(9)_mtry7
mlr.classif.ranger(9)_min.node.size3
mlr.classif.ranger(9)_replaceFALSE
mlr.classif.ranger(9)_sample.fraction0.131624077446759
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
0.7393
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.6677
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.1473
Cross-validation details (10-fold Crossvalidation)
KB relative information score
54.5554
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.3549
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
0.6635
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.7033
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.8651
Cross-validation details (10-fold Crossvalidation)
Recall
0.7033
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.8676
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4521
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.4183
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.9252
Cross-validation details (10-fold Crossvalidation)
SciMark benchmark
1864.4376
UserCPU time millis
0.959
UserCPU time millis testing
0.103
UserCPU time millis training
0.856