Run
8613180

Run 8613180

Task 145677 (Supervised Classification) Bioresponse Uploaded 03-12-2017 by OpenML_Bot R
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  • botV1 mlrRandomBot sciBenchV1.0
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Flow

mlr.classif.ranger(15)Learner mlr.classif.ranger from package(s) ranger.
mlr.classif.ranger(15)_num.trees142
mlr.classif.ranger(15)_mtry230
mlr.classif.ranger(15)_min.node.size5
mlr.classif.ranger(15)_replaceFALSE
mlr.classif.ranger(15)_sample.fraction0.445174450636841
mlr.classif.ranger(15)_num.threads1
mlr.classif.ranger(15)_verboseFALSE
mlr.classif.ranger(15)_openml.seed1
mlr.classif.ranger(15)_openml.kindMersenne-Twister
mlr.classif.ranger(15)_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
0.8763
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.8117
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.6203
Cross-validation details (10-fold Crossvalidation)
KB relative information score
1560.0261
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.3081
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
0.8119
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.8121
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.9948
Cross-validation details (10-fold Crossvalidation)
Recall
0.8121
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.6207
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4982
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.3782
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.7591
Cross-validation details (10-fold Crossvalidation)
SciMark benchmark
1367.1382
UserCPU time millis
156.96
UserCPU time millis testing
0.78
UserCPU time millis training
156.18