Run
8677838

Run 8677838

Task 9910 (Supervised Classification) Bioresponse Uploaded 25-12-2017 by OpenML_Bot R
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  • botV1 mlrRandomBot sciBenchV1.0
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Flow

mlr.classif.ranger(16)Learner mlr.classif.ranger from package(s) ranger.
mlr.classif.ranger(16)_num.trees1903
mlr.classif.ranger(16)_mtry1531
mlr.classif.ranger(16)_min.node.size2
mlr.classif.ranger(16)_replaceFALSE
mlr.classif.ranger(16)_sample.fraction0.820981052354909
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
0.8751
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.8011
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.599
Cross-validation details (10-fold Crossvalidation)
KB relative information score
1763.3629
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.2765
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.4964
Cross-validation details (10-fold Crossvalidation)
Number of instances
3751
Per class
Cross-validation details (10-fold Crossvalidation)
Precision
0.8012
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.8014
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.9948
Cross-validation details (10-fold Crossvalidation)
Recall
0.8014
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.5569
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4982
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.3766
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.756
Cross-validation details (10-fold Crossvalidation)
SciMark benchmark
881.8191
UserCPU time millis
37238.892
UserCPU time millis testing
12.073
UserCPU time millis training
37226.819