Run
8646920

Run 8646920

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.trees1688
mlr.classif.ranger(15)_mtry28
mlr.classif.ranger(15)_min.node.size1
mlr.classif.ranger(15)_sample.fraction0.233659257297404
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
0.9246
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.8634
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.6909
Cross-validation details (10-fold Crossvalidation)
KB relative information score
541.0815
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.2307
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
0.8639
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.8654
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.9226
Cross-validation details (10-fold Crossvalidation)
Recall
0.8654
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.5159
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4728
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.3173
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.6711
Cross-validation details (10-fold Crossvalidation)
SciMark benchmark
1424.0494
UserCPU time millis
15.82
UserCPU time millis testing
0.58
UserCPU time millis training
15.24