Run
8619351

Run 8619351

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.trees1825
mlr.classif.ranger(16)_mtry1374
mlr.classif.ranger(16)_min.node.size108
mlr.classif.ranger(16)_replaceFALSE
mlr.classif.ranger(16)_sample.fraction0.755275045591407
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
0.8579
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.7878
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.572
Cross-validation details (10-fold Crossvalidation)
KB relative information score
1516.3308
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.3118
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
0.7881
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.7883
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.9948
Cross-validation details (10-fold Crossvalidation)
Recall
0.7883
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.6281
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4982
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.3896
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.7821
Cross-validation details (10-fold Crossvalidation)
SciMark benchmark
1177.8051
UserCPU time millis
13387.387
UserCPU time millis testing
5.344
UserCPU time millis training
13382.043