Run
8254310

Run 8254310

Task 145677 (Supervised Classification) Bioresponse Uploaded 26-10-2017 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.trees1329
mlr.classif.ranger(9)_mtry125
mlr.classif.ranger(9)_min.node.size392
mlr.classif.ranger(9)_sample.fraction0.903340109926648
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
0.8356
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.7669
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.5297
Cross-validation details (10-fold Crossvalidation)
KB relative information score
1030.7545
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.379
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
0.7672
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.7675
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.9948
Cross-validation details (10-fold Crossvalidation)
Recall
0.7675
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.7634
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4982
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.415
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.8331
Cross-validation details (10-fold Crossvalidation)
SciMark benchmark
1818.688
UserCPU time millis
256.429
UserCPU time millis testing
2.324
UserCPU time millis training
254.105