Run
8366654

Run 8366654

Task 145854 (Supervised Classification) nomao Uploaded 31-10-2017 by OpenML_Bot R
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Flow

mlr.classif.ranger(13)Learner mlr.classif.ranger from package(s) ranger.
mlr.classif.ranger(13)_num.trees433
mlr.classif.ranger(13)_mtry14
mlr.classif.ranger(13)_min.node.size519
mlr.classif.ranger(13)_replaceFALSE
mlr.classif.ranger(13)_sample.fraction0.782005537673831
mlr.classif.ranger(13)_num.threads1
mlr.classif.ranger(13)_verboseFALSE
mlr.classif.ranger(13)_openml.seed1
mlr.classif.ranger(13)_openml.kindMersenne-Twister
mlr.classif.ranger(13)_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
0.9449
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.8642
Cross-validation details (10-fold Crossvalidation)
KB relative information score
26198.4967
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.104
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
0.9449
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.9453
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.863
Cross-validation details (10-fold Crossvalidation)
Recall
0.9453
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.2548
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4517
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.2051
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.454
Cross-validation details (10-fold Crossvalidation)
SciMark benchmark
1270.8026
UserCPU time millis
1125.614
UserCPU time millis testing
22.516
UserCPU time millis training
1103.098