Run
8854312

Run 8854312

Task 9977 (Supervised Classification) nomao Uploaded 28-01-2018 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.trees1060
mlr.classif.ranger(9)_mtry3
mlr.classif.ranger(9)_min.node.size17379
mlr.classif.ranger(9)_replaceFALSE
mlr.classif.ranger(9)_sample.fraction0.608079451788217
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
0.9565
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.7194
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.2831
Cross-validation details (10-fold Crossvalidation)
KB relative information score
8158.4718
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.3308
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
0.8265
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.7759
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.863
Cross-validation details (10-fold Crossvalidation)
Recall
0.7759
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.8106
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4517
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.3735
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.8268
Cross-validation details (10-fold Crossvalidation)
SciMark benchmark
1756.7686
UserCPU time millis
49.821
UserCPU time millis testing
4.914
UserCPU time millis training
44.907