Run
8854756

Run 8854756

Task 145677 (Supervised Classification) Bioresponse Uploaded 28-01-2018 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.trees886
mlr.classif.ranger(9)_mtry1724
mlr.classif.ranger(9)_min.node.size1
mlr.classif.ranger(9)_sample.fraction0.879655544040725
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
0.8755
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.8023
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.6014
Cross-validation details (10-fold Crossvalidation)
KB relative information score
1682.3699
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.2894
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
0.8025
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.8027
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.9948
Cross-validation details (10-fold Crossvalidation)
Recall
0.8027
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.5829
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4982
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.3762
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.7551
Cross-validation details (10-fold Crossvalidation)
SciMark benchmark
1765.5082
UserCPU time millis
8589.974
UserCPU time millis testing
3.295
UserCPU time millis training
8586.679