Run
8789967

Run 8789967

Task 9910 (Supervised Classification) Bioresponse Uploaded 14-01-2018 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.trees1236
mlr.classif.ranger(16)_mtry1353
mlr.classif.ranger(16)_min.node.size60
mlr.classif.ranger(16)_replaceFALSE
mlr.classif.ranger(16)_sample.fraction0.302283784281462
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
0.8493
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.7801
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.5563
Cross-validation details (10-fold Crossvalidation)
KB relative information score
1423.9129
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.3249
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
0.7808
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.7809
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.9948
Cross-validation details (10-fold Crossvalidation)
Recall
0.7809
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.6545
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4982
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.3958
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.7944
Cross-validation details (10-fold Crossvalidation)
SciMark benchmark
1362.3675
UserCPU time millis
4903.808
UserCPU time millis testing
3.072
UserCPU time millis training
4900.736