Run
8534991

Run 8534991

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.trees1194
mlr.classif.ranger(15)_mtry116
mlr.classif.ranger(15)_min.node.size6256
mlr.classif.ranger(15)_sample.fraction0.922589957318269
mlr.classif.ranger(15)_respect.unordered.factorsTRUE
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
0.9719
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.914
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.7836
Cross-validation details (10-fold Crossvalidation)
KB relative information score
24218.7605
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.124
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
0.9192
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.9171
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.863
Cross-validation details (10-fold Crossvalidation)
Recall
0.9171
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.3039
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4517
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.2411
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.5338
Cross-validation details (10-fold Crossvalidation)
SciMark benchmark
1402.5728
UserCPU time millis
2832.3
UserCPU time millis testing
11.07
UserCPU time millis training
2821.23