Run
8067276

Run 8067276

Task 9889 (Supervised Classification) wilt Uploaded 18-10-2017 by OpenML_Bot R
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  • botV1 mlrRandomBot sciBenchV10
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Flow

mlr.classif.ranger(9)Learner mlr.classif.ranger from package(s) ranger.
mlr.classif.ranger(9)_num.trees523
mlr.classif.ranger(9)_mtry2
mlr.classif.ranger(9)_min.node.size3
mlr.classif.ranger(9)_replaceFALSE
mlr.classif.ranger(9)_sample.fraction0.487912688823417
mlr.classif.ranger(9)_respect.unordered.factorsTRUE
mlr.classif.ranger(9)_num.threads1
mlr.classif.ranger(9)_verboseFALSE
mlr.classif.ranger(9)_openml.seed1
mlr.classif.ranger(9)_openml.kindMersenne-Twister
mlr.classif.ranger(9)_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
0.9898
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.9805
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.7991
Cross-validation details (10-fold Crossvalidation)
KB relative information score
2777.3504
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.0334
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.1022
Cross-validation details (10-fold Crossvalidation)
Number of instances
4839
Per class
Cross-validation details (10-fold Crossvalidation)
Precision
0.9809
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.9816
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.3037
Cross-validation details (10-fold Crossvalidation)
Recall
0.9816
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.3268
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.2259
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.1153
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.5106
Cross-validation details (10-fold Crossvalidation)
SciMark benchmark
1862.8157
UserCPU time millis
9.629
UserCPU time millis testing
0.782
UserCPU time millis training
8.847