Run
8506587

Run 8506587

Task 9976 (Supervised Classification) madelon Uploaded 09-11-2017 by Philipp Probst
0 likes downloaded by 0 people 0 issues 0 downvotes , 0 total downloads
  • botV1 mlrRandomBot sciBenchV10
Issue #Downvotes for this reason By


Flow

mlr.classif.ranger(16)Learner mlr.classif.ranger from package(s) ranger.
mlr.classif.ranger(16)_num.trees299
mlr.classif.ranger(16)_mtry481
mlr.classif.ranger(16)_min.node.size47
mlr.classif.ranger(16)_replaceFALSE
mlr.classif.ranger(16)_sample.fraction0.129538802849129
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
0.7432
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.6805
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.3669
Cross-validation details (10-fold Crossvalidation)
KB relative information score
370.8589
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.4417
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
0.6904
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.6835
Cross-validation details (10-fold Crossvalidation)
Prior entropy
1
Cross-validation details (10-fold Crossvalidation)
Recall
0.6835
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.8833
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.5
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.4585
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.917
Cross-validation details (10-fold Crossvalidation)
SciMark benchmark
1226.1001
UserCPU time millis
100.551
UserCPU time millis testing
0.497
UserCPU time millis training
100.054