Run
8763086

Run 8763086

Task 145853 (Supervised Classification) madelon Uploaded 31-12-2017 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.trees1477
mlr.classif.ranger(16)_mtry196
mlr.classif.ranger(16)_min.node.size30
mlr.classif.ranger(16)_replaceFALSE
mlr.classif.ranger(16)_sample.fraction0.909190424159169
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
0.9301
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.8642
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.7285
Cross-validation details (10-fold Crossvalidation)
KB relative information score
1290.315
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.2749
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.5
Cross-validation details (10-fold Crossvalidation)
Number of instances
2600
Per class
Cross-validation details (10-fold Crossvalidation)
Precision
0.8643
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.8642
Cross-validation details (10-fold Crossvalidation)
Prior entropy
1
Cross-validation details (10-fold Crossvalidation)
Recall
0.8642
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.5499
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.5
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.3351
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.6702
Cross-validation details (10-fold Crossvalidation)
SciMark benchmark
1369.6527
UserCPU time millis
1412.421
UserCPU time millis testing
2.467
UserCPU time millis training
1409.954