Run
8708166

Run 8708166

Task 145853 (Supervised Classification) madelon Uploaded 28-12-2017 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.trees825
mlr.classif.ranger(16)_mtry117
mlr.classif.ranger(16)_min.node.size507
mlr.classif.ranger(16)_replaceFALSE
mlr.classif.ranger(16)_sample.fraction0.335377235547639
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
0.6708
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.6117
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.2238
Cross-validation details (10-fold Crossvalidation)
KB relative information score
172.8545
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.4743
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.5
Cross-validation details (10-fold Crossvalidation)
Number of instances
2600
Per class
Cross-validation details (10-fold Crossvalidation)
Precision
0.6122
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.6119
Cross-validation details (10-fold Crossvalidation)
Prior entropy
1
Cross-validation details (10-fold Crossvalidation)
Recall
0.6119
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.9486
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.5
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.4823
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.9646
Cross-validation details (10-fold Crossvalidation)
SciMark benchmark
1361.7649
UserCPU time millis
19.044
UserCPU time millis testing
0.722
UserCPU time millis training
18.322