Run
8471489

Run 8471489

Task 145854 (Supervised Classification) nomao Uploaded 04-11-2017 by OpenML_Bot R
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Flow

mlr.classif.ranger(13)Learner mlr.classif.ranger from package(s) ranger.
mlr.classif.ranger(13)_num.trees1748
mlr.classif.ranger(13)_mtry1
mlr.classif.ranger(13)_min.node.size1
mlr.classif.ranger(13)_sample.fraction0.50101769133471
mlr.classif.ranger(13)_num.threads1
mlr.classif.ranger(13)_verboseFALSE
mlr.classif.ranger(13)_openml.seed1
mlr.classif.ranger(13)_openml.kindMersenne-Twister
mlr.classif.ranger(13)_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
0.9861
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.9284
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.8202
Cross-validation details (10-fold Crossvalidation)
KB relative information score
19041.2675
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.2075
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
0.9331
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.9307
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.863
Cross-validation details (10-fold Crossvalidation)
Recall
0.9307
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.5084
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4517
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.2639
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.5842
Cross-validation details (10-fold Crossvalidation)
SciMark benchmark
1255.2412
UserCPU time millis
1216.331
UserCPU time millis testing
93.742
UserCPU time millis training
1122.589