Run
8535015

Run 8535015

Task 145854 (Supervised Classification) nomao Uploaded 17-11-2017 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.trees431
mlr.classif.ranger(15)_mtry100
mlr.classif.ranger(15)_min.node.size39
mlr.classif.ranger(15)_sample.fraction0.688977765128948
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
0.9919
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.9623
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.9075
Cross-validation details (10-fold Crossvalidation)
KB relative information score
29051.2989
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.0675
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
0.9623
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.9624
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.863
Cross-validation details (10-fold Crossvalidation)
Recall
0.9624
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.1655
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4517
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.1714
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.3794
Cross-validation details (10-fold Crossvalidation)
SciMark benchmark
1347.2592
UserCPU time millis
2336.41
UserCPU time millis testing
7.17
UserCPU time millis training
2329.24