Run
8778340

Run 8778340

Task 145854 (Supervised Classification) nomao Uploaded 05-01-2018 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.trees706
mlr.classif.ranger(16)_mtry22
mlr.classif.ranger(16)_min.node.size2761
mlr.classif.ranger(16)_replaceFALSE
mlr.classif.ranger(16)_sample.fraction0.885016372310929
mlr.classif.ranger(16)_respect.unordered.factorsTRUE
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
0.9812
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.9253
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.8134
Cross-validation details (10-fold Crossvalidation)
KB relative information score
24364.7798
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.127
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
0.9275
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.9271
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.863
Cross-validation details (10-fold Crossvalidation)
Recall
0.9271
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.3113
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4517
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.2279
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.5044
Cross-validation details (10-fold Crossvalidation)
SciMark benchmark
1370.2568
UserCPU time millis
560.395
UserCPU time millis testing
5.347
UserCPU time millis training
555.048