Run
8646901

Run 8646901

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.trees839
mlr.classif.ranger(15)_mtry36
mlr.classif.ranger(15)_min.node.size5
mlr.classif.ranger(15)_sample.fraction0.475083902291954
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
0.9283
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.8657
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.6965
Cross-validation details (10-fold Crossvalidation)
KB relative information score
575.2131
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.2141
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
0.8658
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.8673
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.9226
Cross-validation details (10-fold Crossvalidation)
Recall
0.8673
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.4787
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4728
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.3102
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.656
Cross-validation details (10-fold Crossvalidation)
SciMark benchmark
1414.6583
UserCPU time millis
16.76
UserCPU time millis testing
0.32
UserCPU time millis training
16.44