Run
8647230

Run 8647230

Task 145677 (Supervised Classification) Bioresponse Uploaded 12-12-2017 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.trees1583
mlr.classif.ranger(15)_mtry1450
mlr.classif.ranger(15)_min.node.size256
mlr.classif.ranger(15)_sample.fraction0.978597659338266
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
0.8492
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.7793
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.5548
Cross-validation details (10-fold Crossvalidation)
KB relative information score
1429.0297
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.3239
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
0.7799
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.7801
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.9948
Cross-validation details (10-fold Crossvalidation)
Recall
0.7801
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.6524
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4982
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.3957
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.7943
Cross-validation details (10-fold Crossvalidation)
SciMark benchmark
1461.1756
UserCPU time millis
11521.87
UserCPU time millis testing
3.01
UserCPU time millis training
11518.86