Run
8651374

Run 8651374

Task 145677 (Supervised Classification) Bioresponse Uploaded 14-12-2017 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.trees732
mlr.classif.ranger(16)_mtry1179
mlr.classif.ranger(16)_min.node.size23
mlr.classif.ranger(16)_replaceFALSE
mlr.classif.ranger(16)_sample.fraction0.618107436480932
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
0.8711
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.8001
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.5968
Cross-validation details (10-fold Crossvalidation)
KB relative information score
1622.9759
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.2979
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
0.8004
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.8006
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.9948
Cross-validation details (10-fold Crossvalidation)
Recall
0.8006
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.6001
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4982
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.3797
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.7622
Cross-validation details (10-fold Crossvalidation)
SciMark benchmark
1205.2887
UserCPU time millis
6129.974
UserCPU time millis testing
3.018
UserCPU time millis training
6126.956