Run
8528667

Run 8528667

Task 145862 (Supervised Classification) qsar-biodeg Uploaded 11-11-2017 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(9)Learner mlr.classif.ranger from package(s) ranger.
mlr.classif.ranger(9)_num.trees1667
mlr.classif.ranger(9)_mtry19
mlr.classif.ranger(9)_min.node.size327
mlr.classif.ranger(9)_sample.fraction0.471936418651603
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
0.8176
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.7548
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.442
Cross-validation details (10-fold Crossvalidation)
KB relative information score
230.2575
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.3586
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
0.7543
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.7611
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.9226
Cross-validation details (10-fold Crossvalidation)
Recall
0.7611
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.8019
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4728
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.4081
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.8631
Cross-validation details (10-fold Crossvalidation)
SciMark benchmark
1755.6864
UserCPU time millis
2.949
UserCPU time millis testing
0.298
UserCPU time millis training
2.651