Run
8612936

Run 8612936

Task 145677 (Supervised Classification) Bioresponse Uploaded 03-12-2017 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.trees705
mlr.classif.ranger(15)_mtry977
mlr.classif.ranger(15)_min.node.size19
mlr.classif.ranger(15)_sample.fraction0.187347400560975
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
0.8491
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.782
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.5602
Cross-validation details (10-fold Crossvalidation)
KB relative information score
1385.4705
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.3306
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
0.7822
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.7825
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.9948
Cross-validation details (10-fold Crossvalidation)
Recall
0.7825
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.6661
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4982
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.3966
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.7961
Cross-validation details (10-fold Crossvalidation)
SciMark benchmark
1498.6498
UserCPU time millis
1125.73
UserCPU time millis testing
1.39
UserCPU time millis training
1124.34