Run
8778532

Run 8778532

Task 145854 (Supervised Classification) nomao Uploaded 05-01-2018 by OpenML_Bot R
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  • botV1 mlrRandomBot sciBenchV1.0
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Flow

mlr.classif.ranger(16)Learner mlr.classif.ranger from package(s) ranger.
mlr.classif.ranger(16)_num.trees1358
mlr.classif.ranger(16)_mtry53
mlr.classif.ranger(16)_min.node.size870
mlr.classif.ranger(16)_sample.fraction0.77169285514392
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
0.9838
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.9377
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.8459
Cross-validation details (10-fold Crossvalidation)
KB relative information score
26031.6433
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.1035
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
0.9379
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.9383
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.863
Cross-validation details (10-fold Crossvalidation)
Recall
0.9383
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.2536
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4517
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.2133
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.4722
Cross-validation details (10-fold Crossvalidation)
SciMark benchmark
1369.7265
UserCPU time millis
3296.33
UserCPU time millis testing
12.784
UserCPU time millis training
3283.546