Run
8637067

Run 8637067

Task 145677 (Supervised Classification) Bioresponse Uploaded 11-12-2017 by OpenML_Bot R
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  • botV1 mlrRandomBot sciBenchV1.0
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Flow

mlr.classif.ranger(9)Learner mlr.classif.ranger from package(s) ranger.
mlr.classif.ranger(9)_num.trees1194
mlr.classif.ranger(9)_mtry1309
mlr.classif.ranger(9)_min.node.size343
mlr.classif.ranger(9)_sample.fraction0.971897760219872
mlr.classif.ranger(9)_num.threads1
mlr.classif.ranger(9)_verboseFALSE
mlr.classif.ranger(9)_openml.seed1
mlr.classif.ranger(9)_openml.kindMersenne-Twister
mlr.classif.ranger(9)_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
0.8442
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.7775
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.5509
Cross-validation details (10-fold Crossvalidation)
KB relative information score
1379.0256
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.3306
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
0.7786
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.7785
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.9948
Cross-validation details (10-fold Crossvalidation)
Recall
0.7785
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.6659
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4982
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.3996
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.8021
Cross-validation details (10-fold Crossvalidation)
SciMark benchmark
1831.2443
UserCPU time millis
5028.18
UserCPU time millis testing
2.52
UserCPU time millis training
5025.66