Run
8656319

Run 8656319

Task 3954 (Supervised Classification) MagicTelescope Uploaded 16-12-2017 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(15)Learner mlr.classif.ranger from package(s) ranger.
mlr.classif.ranger(15)_num.trees1614
mlr.classif.ranger(15)_mtry9
mlr.classif.ranger(15)_min.node.size1
mlr.classif.ranger(15)_replaceFALSE
mlr.classif.ranger(15)_sample.fraction0.394721611659043
mlr.classif.ranger(15)_respect.unordered.factorsTRUE
mlr.classif.ranger(15)_num.threads1
mlr.classif.ranger(15)_verboseFALSE
mlr.classif.ranger(15)_openml.seed1
mlr.classif.ranger(15)_openml.kindMersenne-Twister
mlr.classif.ranger(15)_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
0.935
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.8773
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.7276
Cross-validation details (10-fold Crossvalidation)
KB relative information score
11429.7222
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.1917
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.456
Cross-validation details (10-fold Crossvalidation)
Number of instances
19020
Per class
Cross-validation details (10-fold Crossvalidation)
Precision
0.8791
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.8793
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.9355
Cross-validation details (10-fold Crossvalidation)
Recall
0.8793
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.4204
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4775
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.3007
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.6299
Cross-validation details (10-fold Crossvalidation)
SciMark benchmark
1436.4323
UserCPU time millis
1501.07
UserCPU time millis testing
16.99
UserCPU time millis training
1484.08