Run
8256216

Run 8256216

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.trees674
mlr.classif.ranger(9)_mtry1130
mlr.classif.ranger(9)_min.node.size535
mlr.classif.ranger(9)_replaceFALSE
mlr.classif.ranger(9)_sample.fraction0.404293054202572
mlr.classif.ranger(9)_respect.unordered.factorsTRUE
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
0.8162
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.754
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.5037
Cross-validation details (10-fold Crossvalidation)
KB relative information score
1146.8227
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.3639
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
0.7564
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
0.733
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4982
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.4178
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.8385
Cross-validation details (10-fold Crossvalidation)
SciMark benchmark
1853.4222
UserCPU time millis
253.416
UserCPU time millis testing
1.068
UserCPU time millis training
252.348