Run
8693532

Run 8693532

Task 145854 (Supervised Classification) nomao Uploaded 26-12-2017 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.trees1809
mlr.classif.ranger(9)_mtry78
mlr.classif.ranger(9)_min.node.size240
mlr.classif.ranger(9)_replaceFALSE
mlr.classif.ranger(9)_sample.fraction0.38021358710248
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
0.9861
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.9463
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.8678
Cross-validation details (10-fold Crossvalidation)
KB relative information score
26907.4527
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.0932
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
0.9462
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.9464
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.863
Cross-validation details (10-fold Crossvalidation)
Recall
0.9464
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.2283
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4517
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.2024
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.4481
Cross-validation details (10-fold Crossvalidation)
SciMark benchmark
1830.1253
UserCPU time millis
2870.654
UserCPU time millis testing
15.681
UserCPU time millis training
2854.973