Run
8358096

Run 8358096

Task 145862 (Supervised Classification) qsar-biodeg Uploaded 31-10-2017 by OpenML_Bot R
0 likes downloaded by 0 people 0 issues 0 downvotes , 0 total downloads
  • AzureBot1 botV1 mlrRandomBot sciBenchV10
Issue #Downvotes for this reason By


Flow

mlr.classif.ranger(13)Learner mlr.classif.ranger from package(s) ranger.
mlr.classif.ranger(13)_num.trees179
mlr.classif.ranger(13)_mtry20
mlr.classif.ranger(13)_min.node.size21
mlr.classif.ranger(13)_replaceFALSE
mlr.classif.ranger(13)_sample.fraction0.739842894836329
mlr.classif.ranger(13)_respect.unordered.factorsTRUE
mlr.classif.ranger(13)_num.threads1
mlr.classif.ranger(13)_verboseFALSE
mlr.classif.ranger(13)_openml.seed1
mlr.classif.ranger(13)_openml.kindMersenne-Twister
mlr.classif.ranger(13)_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
0.9271
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.8525
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.6658
Cross-validation details (10-fold Crossvalidation)
KB relative information score
574.5811
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.2128
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
0.8532
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.855
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.9226
Cross-validation details (10-fold Crossvalidation)
Recall
0.855
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.4758
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4728
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.312
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.6599
Cross-validation details (10-fold Crossvalidation)
SciMark benchmark
1246.9391
UserCPU time millis
15.233
UserCPU time millis testing
0.441
UserCPU time millis training
14.792