Run
8263478

Run 8263478

Task 145677 (Supervised Classification) Bioresponse Uploaded 27-10-2017 by OpenML_Bot R
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  • botV1 mlrRandomBot sciBenchV10
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Flow

mlr.classif.ranger(9)Learner mlr.classif.ranger from package(s) ranger.
mlr.classif.ranger(9)_num.trees1904
mlr.classif.ranger(9)_mtry518
mlr.classif.ranger(9)_min.node.size178
mlr.classif.ranger(9)_sample.fraction0.121589098265395
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
0.8153
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.7553
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.5063
Cross-validation details (10-fold Crossvalidation)
KB relative information score
928.9259
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.393
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
0.7554
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.7558
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.9948
Cross-validation details (10-fold Crossvalidation)
Recall
0.7558
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.7916
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4982
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.425
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.853
Cross-validation details (10-fold Crossvalidation)
SciMark benchmark
1820.9024
UserCPU time millis
184.673
UserCPU time millis testing
2.413
UserCPU time millis training
182.26