Run
8618782

Run 8618782

Task 145677 (Supervised Classification) Bioresponse Uploaded 06-12-2017 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.trees1067
mlr.classif.ranger(16)_mtry484
mlr.classif.ranger(16)_min.node.size1
mlr.classif.ranger(16)_replaceFALSE
mlr.classif.ranger(16)_sample.fraction0.980159553023986
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
0.8787
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.81
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.617
Cross-validation details (10-fold Crossvalidation)
KB relative information score
1778.8182
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.2749
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
0.81
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.8102
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.9948
Cross-validation details (10-fold Crossvalidation)
Recall
0.8102
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.5537
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4982
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.3733
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.7493
Cross-validation details (10-fold Crossvalidation)
SciMark benchmark
1181.824
UserCPU time millis
7008.759
UserCPU time millis testing
6.157
UserCPU time millis training
7002.602