Run
8656379

Run 8656379

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.trees1475
mlr.classif.ranger(15)_mtry6
mlr.classif.ranger(15)_min.node.size58
mlr.classif.ranger(15)_sample.fraction0.993681338336319
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
0.933
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.8747
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.7219
Cross-validation details (10-fold Crossvalidation)
KB relative information score
11142.166
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.199
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
0.8761
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.8766
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.9355
Cross-validation details (10-fold Crossvalidation)
Recall
0.8766
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.4365
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4775
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.3042
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.6372
Cross-validation details (10-fold Crossvalidation)
SciMark benchmark
1437.1563
UserCPU time millis
1640.69
UserCPU time millis testing
13.43
UserCPU time millis training
1627.26