Run
8788712

Run 8788712

Task 145853 (Supervised Classification) madelon Uploaded 12-01-2018 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.trees420
mlr.classif.ranger(16)_mtry276
mlr.classif.ranger(16)_min.node.size8
mlr.classif.ranger(16)_replaceFALSE
mlr.classif.ranger(16)_sample.fraction0.982147527765483
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
0.923
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.8523
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.7046
Cross-validation details (10-fold Crossvalidation)
KB relative information score
1387.7149
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.2518
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
0.8524
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.8523
Cross-validation details (10-fold Crossvalidation)
Prior entropy
1
Cross-validation details (10-fold Crossvalidation)
Recall
0.8523
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.5035
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.5
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.334
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.6679
Cross-validation details (10-fold Crossvalidation)
SciMark benchmark
1247.1654
UserCPU time millis
803.207
UserCPU time millis testing
1.239
UserCPU time millis training
801.968