Run
8356551

Run 8356551

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.trees496
mlr.classif.ranger(13)_mtry19
mlr.classif.ranger(13)_min.node.size463
mlr.classif.ranger(13)_sample.fraction0.792820494016632
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
0.8299
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.7526
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.4402
Cross-validation details (10-fold Crossvalidation)
KB relative information score
245.9087
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.3508
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
0.7511
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.7564
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.9226
Cross-validation details (10-fold Crossvalidation)
Recall
0.7564
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.7844
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4728
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.4024
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.8511
Cross-validation details (10-fold Crossvalidation)
SciMark benchmark
1237.186
UserCPU time millis
6.396
UserCPU time millis testing
0.402
UserCPU time millis training
5.994