Run
8797371

Run 8797371

Task 145862 (Supervised Classification) qsar-biodeg Uploaded 19-01-2018 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.trees3
mlr.classif.ranger(9)_mtry24
mlr.classif.ranger(9)_min.node.size2
mlr.classif.ranger(9)_replaceFALSE
mlr.classif.ranger(9)_sample.fraction0.309851561370306
mlr.classif.ranger(9)_respect.unordered.factorsTRUE
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
0.8558
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.8192
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.5897
Cross-validation details (10-fold Crossvalidation)
KB relative information score
528.7066
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.2205
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
0.8196
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.8227
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.9226
Cross-validation details (10-fold Crossvalidation)
Recall
0.8227
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.4931
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4728
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.3727
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.7882
Cross-validation details (10-fold Crossvalidation)
SciMark benchmark
1093.2424
UserCPU time millis
0.214
UserCPU time millis testing
0.05
UserCPU time millis training
0.164