Run
8562504

Run 8562504

Task 145848 (Supervised Classification) ilpd Uploaded 26-11-2017 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.trees1729
mlr.classif.ranger(16)_mtry2
mlr.classif.ranger(16)_min.node.size28
mlr.classif.ranger(16)_replaceFALSE
mlr.classif.ranger(16)_sample.fraction0.681838974263519
mlr.classif.ranger(16)_respect.unordered.factorsTRUE
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
0.7387
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.6467
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.0925
Cross-validation details (10-fold Crossvalidation)
KB relative information score
61.117
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.3495
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
0.639
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.6895
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.8651
Cross-validation details (10-fold Crossvalidation)
Recall
0.6895
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.8543
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4521
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.4194
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.9276
Cross-validation details (10-fold Crossvalidation)
SciMark benchmark
1367.2466
UserCPU time millis
4.335
UserCPU time millis testing
0.731
UserCPU time millis training
3.604