Run
8791958

Run 8791958

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.trees1172
mlr.classif.ranger(16)_mtry63
mlr.classif.ranger(16)_min.node.size1464
mlr.classif.ranger(16)_sample.fraction0.621808458282612
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
0.9803
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.9312
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.8286
Cross-validation details (10-fold Crossvalidation)
KB relative information score
25143.9696
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.1142
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
0.9324
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.9325
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.863
Cross-validation details (10-fold Crossvalidation)
Recall
0.9325
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.2797
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4517
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.2252
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.4986
Cross-validation details (10-fold Crossvalidation)
SciMark benchmark
1368.9734
UserCPU time millis
2625.473
UserCPU time millis testing
8.706
UserCPU time millis training
2616.767