Run
8792112

Run 8792112

Task 145854 (Supervised Classification) nomao Uploaded 16-01-2018 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.trees335
mlr.classif.ranger(16)_mtry70
mlr.classif.ranger(16)_min.node.size2119
mlr.classif.ranger(16)_replaceFALSE
mlr.classif.ranger(16)_sample.fraction0.601980490493588
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
0.9782
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.9224
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.8055
Cross-validation details (10-fold Crossvalidation)
KB relative information score
24689.9532
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.1192
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
0.9255
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.9245
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.863
Cross-validation details (10-fold Crossvalidation)
Recall
0.9245
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.292
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4517
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.2314
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.5123
Cross-validation details (10-fold Crossvalidation)
SciMark benchmark
1367.0642
UserCPU time millis
755.793
UserCPU time millis testing
2.459
UserCPU time millis training
753.334