Run
8756857

Run 8756857

Task 9910 (Supervised Classification) Bioresponse Uploaded 30-12-2017 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.trees1627
mlr.classif.ranger(9)_mtry1484
mlr.classif.ranger(9)_min.node.size780
mlr.classif.ranger(9)_sample.fraction0.896100242529064
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
0.8275
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.7516
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.499
Cross-validation details (10-fold Crossvalidation)
KB relative information score
1270.1771
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.3457
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
0.7553
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.7539
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.9948
Cross-validation details (10-fold Crossvalidation)
Recall
0.7539
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.6964
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4982
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.4106
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.8241
Cross-validation details (10-fold Crossvalidation)
SciMark benchmark
1851.8567
UserCPU time millis
2392.777
UserCPU time millis testing
1.908
UserCPU time millis training
2390.869