Run
8833262

Run 8833262

Task 145854 (Supervised Classification) nomao Uploaded 25-01-2018 by OpenML_Bot R
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  • botV1 mlrRandomBot sciBenchV1.0
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Flow

mlr.classif.ranger(9)Learner mlr.classif.ranger from package(s) ranger.
mlr.classif.ranger(9)_num.trees1967
mlr.classif.ranger(9)_mtry10
mlr.classif.ranger(9)_min.node.size7415
mlr.classif.ranger(9)_sample.fraction0.429797929944471
mlr.classif.ranger(9)_num.threads1
mlr.classif.ranger(9)_verboseFALSE
mlr.classif.ranger(9)_openml.seed1
mlr.classif.ranger(9)_openml.kindMersenne-Twister
mlr.classif.ranger(9)_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
0.9631
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.894
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.7344
Cross-validation details (10-fold Crossvalidation)
KB relative information score
14480.5305
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.2503
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
0.896
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.8969
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.863
Cross-validation details (10-fold Crossvalidation)
Recall
0.8969
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.6133
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4517
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.3123
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.6914
Cross-validation details (10-fold Crossvalidation)
SciMark benchmark
1844.4224
UserCPU time millis
118.664
UserCPU time millis testing
9.216
UserCPU time millis training
109.448