Run
8782200

Run 8782200

Task 9980 (Supervised Classification) climate-model-simulation-crashes Uploaded 08-01-2018 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.trees244
mlr.classif.ranger(16)_mtry14
mlr.classif.ranger(16)_min.node.size200
mlr.classif.ranger(16)_replaceFALSE
mlr.classif.ranger(16)_sample.fraction0.815401232405566
mlr.classif.ranger(16)_respect.unordered.factorsTRUE
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
0.7404
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.8704
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
-0.0138
Cross-validation details (10-fold Crossvalidation)
KB relative information score
-316.4064
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.146
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.1571
Cross-validation details (10-fold Crossvalidation)
Number of instances
540
Per class
Cross-validation details (10-fold Crossvalidation)
Precision
0.8363
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.9074
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.4254
Cross-validation details (10-fold Crossvalidation)
Recall
0.9074
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.929
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.2792
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.2747
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.9839
Cross-validation details (10-fold Crossvalidation)
SciMark benchmark
1373.9845
UserCPU time millis
0.923
UserCPU time millis testing
0.049
UserCPU time millis training
0.874