Run
8548827

Run 8548827

Task 145848 (Supervised Classification) ilpd Uploaded 21-11-2017 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.trees1550
mlr.classif.ranger(9)_mtry10
mlr.classif.ranger(9)_min.node.size5
mlr.classif.ranger(9)_replaceFALSE
mlr.classif.ranger(9)_sample.fraction0.882151463371702
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
0.7099
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.6615
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.1514
Cross-validation details (10-fold Crossvalidation)
KB relative information score
62.1065
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.3436
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
0.6543
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.6724
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.8651
Cross-validation details (10-fold Crossvalidation)
Recall
0.6724
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.8398
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4521
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.4424
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.9786
Cross-validation details (10-fold Crossvalidation)
SciMark benchmark
1743.0662
UserCPU time millis
13.627
UserCPU time millis testing
0.718
UserCPU time millis training
12.909