OpenML
8651274

Run 8651274

Task 9971 (Supervised Classification) ilpd Uploaded 14-12-2017 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.trees1843
mlr.classif.ranger(16)_mtry9
mlr.classif.ranger(16)_min.node.size6
mlr.classif.ranger(16)_replaceFALSE
mlr.classif.ranger(16)_sample.fraction0.554567761928774
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
0.7329
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.6732
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.1701
Cross-validation details (10-fold Crossvalidation)
KB relative information score
63.5911
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.3459
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.4091
Cross-validation details (10-fold Crossvalidation)
Number of instances
583
Per class
Cross-validation details (10-fold Crossvalidation)
Precision
0.6652
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.693
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.8651
Cross-validation details (10-fold Crossvalidation)
Recall
0.693
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.8455
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4521
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.425
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.9401
Cross-validation details (10-fold Crossvalidation)
SciMark benchmark
1367.3174
UserCPU time millis
9.813
UserCPU time millis testing
0.666
UserCPU time millis training
9.147