Run
8724006

Run 8724006

Task 145854 (Supervised Classification) nomao Uploaded 29-12-2017 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.trees1334
mlr.classif.ranger(9)_mtry95
mlr.classif.ranger(9)_min.node.size647
mlr.classif.ranger(9)_replaceFALSE
mlr.classif.ranger(9)_sample.fraction0.420999429631047
mlr.classif.ranger(9)_respect.unordered.factorsTRUE
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
0.9809
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.934
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.8365
Cross-validation details (10-fold Crossvalidation)
KB relative information score
25597.7362
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.1075
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
0.9344
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.9349
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.863
Cross-validation details (10-fold Crossvalidation)
Recall
0.9349
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.2633
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4517
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.2214
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.4902
Cross-validation details (10-fold Crossvalidation)
SciMark benchmark
1740.3041
UserCPU time millis
2614.814
UserCPU time millis testing
10.652
UserCPU time millis training
2604.162