Run
8610764

Run 8610764

Task 145677 (Supervised Classification) Bioresponse Uploaded 03-12-2017 by OpenML_Bot R
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  • botV1 mlrRandomBot sciBenchV1.0
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Flow

mlr.classif.ranger(15)Learner mlr.classif.ranger from package(s) ranger.
mlr.classif.ranger(15)_num.trees1625
mlr.classif.ranger(15)_mtry7
mlr.classif.ranger(15)_min.node.size1
mlr.classif.ranger(15)_sample.fraction0.490212919423357
mlr.classif.ranger(15)_num.threads1
mlr.classif.ranger(15)_verboseFALSE
mlr.classif.ranger(15)_openml.seed1
mlr.classif.ranger(15)_openml.kindMersenne-Twister
mlr.classif.ranger(15)_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
0.8668
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.7895
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.5756
Cross-validation details (10-fold Crossvalidation)
KB relative information score
1153.9832
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.364
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
0.7897
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.7899
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.9948
Cross-validation details (10-fold Crossvalidation)
Recall
0.7899
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.7333
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4982
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.4006
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.804
Cross-validation details (10-fold Crossvalidation)
SciMark benchmark
964.1576
UserCPU time millis
172.02
UserCPU time millis testing
12.09
UserCPU time millis training
159.93