Run
8616306

Run 8616306

Task 145848 (Supervised Classification) ilpd Uploaded 04-12-2017 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(16)Learner mlr.classif.ranger from package(s) ranger.
mlr.classif.ranger(16)_num.trees1800
mlr.classif.ranger(16)_mtry1
mlr.classif.ranger(16)_min.node.size14
mlr.classif.ranger(16)_replaceFALSE
mlr.classif.ranger(16)_sample.fraction0.555274722655304
mlr.classif.ranger(16)_num.threads1
mlr.classif.ranger(16)_verboseFALSE
mlr.classif.ranger(16)_openml.seed1
mlr.classif.ranger(16)_openml.kindMersenne-Twister
mlr.classif.ranger(16)_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
0.7474
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.662
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.1325
Cross-validation details (10-fold Crossvalidation)
KB relative information score
58.853
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.3536
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.4091
Cross-validation details (10-fold Crossvalidation)
Number of instances
583
Per class
Cross-validation details (10-fold Crossvalidation)
Precision
0.6721
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.7153
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.8651
Cross-validation details (10-fold Crossvalidation)
Recall
0.7153
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.8642
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4521
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.4162
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.9207
Cross-validation details (10-fold Crossvalidation)
SciMark benchmark
1197.4853
UserCPU time millis
4.674
UserCPU time millis testing
0.775
UserCPU time millis training
3.899