OpenML
8652164

Run 8652164

Task 9977 (Supervised Classification) nomao Uploaded 15-12-2017 by OpenML_Bot R
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  • botV1 mlrRandomBot sciBenchV1.0
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Flow

mlr.classif.ranger(15)Learner mlr.classif.ranger from package(s) ranger.
mlr.classif.ranger(15)_num.trees1130
mlr.classif.ranger(15)_mtry100
mlr.classif.ranger(15)_min.node.size2476
mlr.classif.ranger(15)_replaceFALSE
mlr.classif.ranger(15)_sample.fraction0.655595282372087
mlr.classif.ranger(15)_respect.unordered.factorsTRUE
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
0.9756
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.9197
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.7987
Cross-validation details (10-fold Crossvalidation)
KB relative information score
24627.0561
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.1184
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.4081
Cross-validation details (10-fold Crossvalidation)
Number of instances
34465
Per class
Cross-validation details (10-fold Crossvalidation)
Precision
0.9231
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.9221
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.863
Cross-validation details (10-fold Crossvalidation)
Recall
0.9221
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.2902
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4517
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.235
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.5203
Cross-validation details (10-fold Crossvalidation)
SciMark benchmark
1458.4153
UserCPU time millis
2259.64
UserCPU time millis testing
10.99
UserCPU time millis training
2248.65