Run
8535027

Run 8535027

Task 145854 (Supervised Classification) nomao Uploaded 17-11-2017 by OpenML_Bot R
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  • botV1 mlrRandomBot sciBenchV1.0
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Flow

mlr.classif.ranger(15)Learner mlr.classif.ranger from package(s) ranger.
mlr.classif.ranger(15)_num.trees299
mlr.classif.ranger(15)_mtry74
mlr.classif.ranger(15)_min.node.size9848
mlr.classif.ranger(15)_sample.fraction0.37560637909919
mlr.classif.ranger(15)_num.threads1
mlr.classif.ranger(15)_verboseFALSE
mlr.classif.ranger(15)_openml.seed1
mlr.classif.ranger(15)_openml.kindMersenne-Twister
mlr.classif.ranger(15)_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
0.8921
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.8583
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.6521
Cross-validation details (10-fold Crossvalidation)
KB relative information score
15493.1688
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.2357
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
0.8581
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.8586
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.863
Cross-validation details (10-fold Crossvalidation)
Recall
0.8586
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.5777
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4517
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.3332
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.7377
Cross-validation details (10-fold Crossvalidation)
SciMark benchmark
1302.3026
UserCPU time millis
45.36
UserCPU time millis testing
1.51
UserCPU time millis training
43.85