Run
8635981

Run 8635981

Task 9910 (Supervised Classification) Bioresponse Uploaded 10-12-2017 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.trees1139
mlr.classif.ranger(9)_mtry1628
mlr.classif.ranger(9)_min.node.size312
mlr.classif.ranger(9)_sample.fraction0.68456479893066
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
0.8369
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.7614
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.5187
Cross-validation details (10-fold Crossvalidation)
KB relative information score
1339.5023
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.3351
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
0.7642
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.7633
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.9948
Cross-validation details (10-fold Crossvalidation)
Recall
0.7633
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.6749
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4982
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.4045
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.8118
Cross-validation details (10-fold Crossvalidation)
SciMark benchmark
1842.8383
UserCPU time millis
3928.921
UserCPU time millis testing
1.959
UserCPU time millis training
3926.962