Run
8618688

Run 8618688

Task 145677 (Supervised Classification) Bioresponse Uploaded 05-12-2017 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.trees1799
mlr.classif.ranger(16)_mtry1154
mlr.classif.ranger(16)_min.node.size985
mlr.classif.ranger(16)_replaceFALSE
mlr.classif.ranger(16)_sample.fraction0.968210694286972
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
0.8171
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.7466
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.4896
Cross-validation details (10-fold Crossvalidation)
KB relative information score
1204.5078
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.3553
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.4964
Cross-validation details (10-fold Crossvalidation)
Number of instances
3751
Per class
Cross-validation details (10-fold Crossvalidation)
Precision
0.7538
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.7502
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.9948
Cross-validation details (10-fold Crossvalidation)
Recall
0.7502
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.7156
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4982
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.4152
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.8334
Cross-validation details (10-fold Crossvalidation)
SciMark benchmark
1179.3687
UserCPU time millis
2801.872
UserCPU time millis testing
3.525
UserCPU time millis training
2798.347