Run
8778986

Run 8778986

Task 145677 (Supervised Classification) Bioresponse Uploaded 06-01-2018 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.trees1444
mlr.classif.ranger(16)_mtry1704
mlr.classif.ranger(16)_min.node.size184
mlr.classif.ranger(16)_replaceFALSE
mlr.classif.ranger(16)_sample.fraction0.658331851381808
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
0.8481
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.7757
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.5474
Cross-validation details (10-fold Crossvalidation)
KB relative information score
1446.1744
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.3211
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
0.7766
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.7766
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.9948
Cross-validation details (10-fold Crossvalidation)
Recall
0.7766
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.6468
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4982
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.3964
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.7956
Cross-validation details (10-fold Crossvalidation)
SciMark benchmark
1360.6389
UserCPU time millis
10322.724
UserCPU time millis testing
3.07
UserCPU time millis training
10319.654