Run
8601578

Run 8601578

Task 145677 (Supervised Classification) Bioresponse Uploaded 01-12-2017 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.trees1451
mlr.classif.ranger(9)_mtry670
mlr.classif.ranger(9)_min.node.size112
mlr.classif.ranger(9)_sample.fraction0.221780843217857
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
0.8357
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.7724
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.5409
Cross-validation details (10-fold Crossvalidation)
KB relative information score
1244.2382
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.3496
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
0.7729
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.7731
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.9948
Cross-validation details (10-fold Crossvalidation)
Recall
0.7731
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.7043
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4982
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.4064
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.8157
Cross-validation details (10-fold Crossvalidation)
SciMark benchmark
1934.552
UserCPU time millis
1493.292
UserCPU time millis testing
3.091
UserCPU time millis training
1490.201