Run
8647227

Run 8647227

Task 145677 (Supervised Classification) Bioresponse Uploaded 12-12-2017 by OpenML_Bot R
0 likes downloaded by 0 people 0 issues 0 downvotes , 0 total downloads
  • botV1 mlrRandomBot sciBenchV1.0
Issue #Downvotes for this reason By


Flow

mlr.classif.ranger(15)Learner mlr.classif.ranger from package(s) ranger.
mlr.classif.ranger(15)_num.trees267
mlr.classif.ranger(15)_mtry343
mlr.classif.ranger(15)_min.node.size568
mlr.classif.ranger(15)_sample.fraction0.180131551087834
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
0.7967
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.7456
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.4868
Cross-validation details (10-fold Crossvalidation)
KB relative information score
454.6779
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.4497
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
0.7487
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.7478
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.9948
Cross-validation details (10-fold Crossvalidation)
Recall
0.7478
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.9059
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4982
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.4585
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.9202
Cross-validation details (10-fold Crossvalidation)
SciMark benchmark
1493.6067
UserCPU time millis
13.24
UserCPU time millis testing
0.79
UserCPU time millis training
12.45