Run
8784203

Run 8784203

Task 145677 (Supervised Classification) Bioresponse Uploaded 10-01-2018 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.trees575
mlr.classif.ranger(16)_mtry703
mlr.classif.ranger(16)_min.node.size1250
mlr.classif.ranger(16)_replaceFALSE
mlr.classif.ranger(16)_sample.fraction0.618545366404578
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
0.7991
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.7371
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.4711
Cross-validation details (10-fold Crossvalidation)
KB relative information score
823.7247
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.4063
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
0.7376
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.7369
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.9948
Cross-validation details (10-fold Crossvalidation)
Recall
0.7369
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.8185
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4982
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.4344
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.872
Cross-validation details (10-fold Crossvalidation)
SciMark benchmark
1359.5839
UserCPU time millis
107.04
UserCPU time millis testing
1.229
UserCPU time millis training
105.811