Run
8692932

Run 8692932

Task 145677 (Supervised Classification) Bioresponse Uploaded 26-12-2017 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.trees1299
mlr.classif.ranger(9)_mtry207
mlr.classif.ranger(9)_min.node.size195
mlr.classif.ranger(9)_sample.fraction0.951208263961598
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
0.8535
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.7853
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.5668
Cross-validation details (10-fold Crossvalidation)
KB relative information score
1272.275
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.3468
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
0.7858
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.7859
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.9948
Cross-validation details (10-fold Crossvalidation)
Recall
0.7859
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.6987
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4982
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.3986
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.8001
Cross-validation details (10-fold Crossvalidation)
SciMark benchmark
1801.1155
UserCPU time millis
826.154
UserCPU time millis testing
3.053
UserCPU time millis training
823.101