Run
8802125

Run 8802125

Task 9910 (Supervised Classification) Bioresponse Uploaded 21-01-2018 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.trees1185
mlr.classif.ranger(9)_mtry5
mlr.classif.ranger(9)_min.node.size44
mlr.classif.ranger(9)_sample.fraction0.528355846251361
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
0.8341
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.7447
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.4848
Cross-validation details (10-fold Crossvalidation)
KB relative information score
813.9933
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.4068
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
0.7453
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.7457
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.9948
Cross-validation details (10-fold Crossvalidation)
Recall
0.7457
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.8195
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4982
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.4281
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.8592
Cross-validation details (10-fold Crossvalidation)
SciMark benchmark
1743.8551
UserCPU time millis
39.967
UserCPU time millis testing
2.816
UserCPU time millis training
37.151