Run
8554054

Run 8554054

Task 145848 (Supervised Classification) ilpd Uploaded 23-11-2017 by OpenML_Bot R
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Flow

mlr.classif.ranger(16)Learner mlr.classif.ranger from package(s) ranger.
mlr.classif.ranger(16)_num.trees97
mlr.classif.ranger(16)_mtry2
mlr.classif.ranger(16)_min.node.size4
mlr.classif.ranger(16)_replaceFALSE
mlr.classif.ranger(16)_sample.fraction0.207378366100602
mlr.classif.ranger(16)_respect.unordered.factorsTRUE
mlr.classif.ranger(16)_num.threads1
mlr.classif.ranger(16)_verboseFALSE
mlr.classif.ranger(16)_openml.seed1
mlr.classif.ranger(16)_openml.kindMersenne-Twister
mlr.classif.ranger(16)_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
0.7268
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.6556
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.1151
Cross-validation details (10-fold Crossvalidation)
KB relative information score
49.9423
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.3566
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
0.6524
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.6998
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.8651
Cross-validation details (10-fold Crossvalidation)
Recall
0.6998
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.8716
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4521
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.4226
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.9348
Cross-validation details (10-fold Crossvalidation)
SciMark benchmark
981.0093
UserCPU time millis
0.436
UserCPU time millis testing
0.102
UserCPU time millis training
0.334