Run
8535808

Run 8535808

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.trees1769
mlr.classif.ranger(15)_mtry2
mlr.classif.ranger(15)_min.node.size24
mlr.classif.ranger(15)_replaceFALSE
mlr.classif.ranger(15)_sample.fraction0.490769510483369
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
0.9923
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.9568
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.893
Cross-validation details (10-fold Crossvalidation)
KB relative information score
25623.6647
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.1188
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
0.9571
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.9572
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.863
Cross-validation details (10-fold Crossvalidation)
Recall
0.9572
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.2911
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4517
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.1954
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.4326
Cross-validation details (10-fold Crossvalidation)
SciMark benchmark
1310.6112
UserCPU time millis
1244.39
UserCPU time millis testing
48.66
UserCPU time millis training
1195.73