OpenML
8357692

Run 8357692

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.trees330
mlr.classif.ranger(13)_mtry22
mlr.classif.ranger(13)_min.node.size83
mlr.classif.ranger(13)_replaceFALSE
mlr.classif.ranger(13)_sample.fraction0.720364050916396
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
0.9075
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.8369
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.6283
Cross-validation details (10-fold Crossvalidation)
KB relative information score
484.4415
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.2538
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
0.8406
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.8417
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.9226
Cross-validation details (10-fold Crossvalidation)
Recall
0.8417
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.5676
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4728
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.3375
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.7138
Cross-validation details (10-fold Crossvalidation)
SciMark benchmark
1247.8702
UserCPU time millis
18.722
UserCPU time millis testing
0.546
UserCPU time millis training
18.176