OpenML
8265537

Run 8265537

Task 3917 (Supervised Classification) kc1 Uploaded 27-10-2017 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.trees1907
mlr.classif.ranger(9)_mtry15
mlr.classif.ranger(9)_min.node.size8
mlr.classif.ranger(9)_replaceFALSE
mlr.classif.ranger(9)_sample.fraction0.1222384870518
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
0.8196
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.8258
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.2499
Cross-validation details (10-fold Crossvalidation)
KB relative information score
68.4466
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.2112
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.2616
Cross-validation details (10-fold Crossvalidation)
Number of instances
2109
Per class
Cross-validation details (10-fold Crossvalidation)
Precision
0.831
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.8573
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.622
Cross-validation details (10-fold Crossvalidation)
Recall
0.8573
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.8073
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.3615
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.324
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.8963
Cross-validation details (10-fold Crossvalidation)
SciMark benchmark
1866.0402
UserCPU time millis
13.867
UserCPU time millis testing
1.352
UserCPU time millis training
12.515