Run
8218228

Run 8218228

Task 3918 (Supervised Classification) pc1 Uploaded 24-10-2017 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.trees683
mlr.classif.ranger(9)_mtry21
mlr.classif.ranger(9)_min.node.size38
mlr.classif.ranger(9)_replaceFALSE
mlr.classif.ranger(9)_sample.fraction0.877589888963848
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
0.8488
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.9163
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.2882
Cross-validation details (10-fold Crossvalidation)
KB relative information score
-285.5722
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.1017
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.1299
Cross-validation details (10-fold Crossvalidation)
Number of instances
1109
Per class
Cross-validation details (10-fold Crossvalidation)
Precision
0.9109
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.9252
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.3667
Cross-validation details (10-fold Crossvalidation)
Recall
0.9252
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.7832
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.2542
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.2349
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.924
Cross-validation details (10-fold Crossvalidation)
SciMark benchmark
1866.2224
UserCPU time millis
9.303
UserCPU time millis testing
0.314
UserCPU time millis training
8.989