Run
8618926

Run 8618926

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.trees1714
mlr.classif.ranger(16)_mtry137
mlr.classif.ranger(16)_min.node.size3
mlr.classif.ranger(16)_replaceFALSE
mlr.classif.ranger(16)_sample.fraction0.604016880365089
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
0.8827
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.8102
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.6172
Cross-validation details (10-fold Crossvalidation)
KB relative information score
1606.2403
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.3018
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
0.8102
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.8105
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.9948
Cross-validation details (10-fold Crossvalidation)
Recall
0.8105
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.6079
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4982
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.3734
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.7494
Cross-validation details (10-fold Crossvalidation)
SciMark benchmark
1176.757
UserCPU time millis
2158.253
UserCPU time millis testing
7.84
UserCPU time millis training
2150.413