Run
8770209

Run 8770209

Task 146012 (Supervised Classification) electricity Uploaded 02-01-2018 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.trees1164
mlr.classif.ranger(16)_mtry1
mlr.classif.ranger(16)_min.node.size553
mlr.classif.ranger(16)_sample.fraction0.469576947274618
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
0.8836
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.7962
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.5805
Cross-validation details (10-fold Crossvalidation)
KB relative information score
16417.8987
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.3316
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.4886
Cross-validation details (10-fold Crossvalidation)
Number of instances
45312
Per class
Cross-validation details (10-fold Crossvalidation)
Precision
0.8037
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.8002
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.9835
Cross-validation details (10-fold Crossvalidation)
Recall
0.8002
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.6787
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4943
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.3813
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.7714
Cross-validation details (10-fold Crossvalidation)
SciMark benchmark
1386.7106
UserCPU time millis
135.161
UserCPU time millis testing
12.193
UserCPU time millis training
122.968