Run
8695231

Run 8695231

Task 145854 (Supervised Classification) nomao Uploaded 27-12-2017 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.trees982
mlr.classif.ranger(16)_mtry31
mlr.classif.ranger(16)_min.node.size151
mlr.classif.ranger(16)_sample.fraction0.255316255684011
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
0.9869
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.9472
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.8702
Cross-validation details (10-fold Crossvalidation)
KB relative information score
26808.9862
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.0953
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
0.9471
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.9474
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.863
Cross-validation details (10-fold Crossvalidation)
Recall
0.9474
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.2336
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4517
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.2009
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.4447
Cross-validation details (10-fold Crossvalidation)
SciMark benchmark
1368.5384
UserCPU time millis
776.246
UserCPU time millis testing
9.539
UserCPU time millis training
766.707