Run
8646930

Run 8646930

Task 145862 (Supervised Classification) qsar-biodeg 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.trees1083
mlr.classif.ranger(15)_mtry9
mlr.classif.ranger(15)_min.node.size37
mlr.classif.ranger(15)_replaceFALSE
mlr.classif.ranger(15)_sample.fraction0.270216050604358
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
0.9101
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.8332
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.62
Cross-validation details (10-fold Crossvalidation)
KB relative information score
451.9443
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.2697
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.4472
Cross-validation details (10-fold Crossvalidation)
Number of instances
1055
Per class
Cross-validation details (10-fold Crossvalidation)
Precision
0.8364
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.8379
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.9226
Cross-validation details (10-fold Crossvalidation)
Recall
0.8379
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.6031
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4728
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.3415
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.7222
Cross-validation details (10-fold Crossvalidation)
SciMark benchmark
1390.3864
UserCPU time millis
3.98
UserCPU time millis testing
0.31
UserCPU time millis training
3.67