Run
8616309

Run 8616309

Task 145848 (Supervised Classification) ilpd Uploaded 04-12-2017 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.trees1334
mlr.classif.ranger(16)_mtry1
mlr.classif.ranger(16)_min.node.size107
mlr.classif.ranger(16)_replaceFALSE
mlr.classif.ranger(16)_sample.fraction0.819465344422497
mlr.classif.ranger(16)_respect.unordered.factorsTRUE
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
0.7391
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.5926
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
-0.0068
Cross-validation details (10-fold Crossvalidation)
KB relative information score
45.9171
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.3652
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
0.5085
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.7101
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.8651
Cross-validation details (10-fold Crossvalidation)
Recall
0.7101
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.8928
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4521
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.4207
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.9305
Cross-validation details (10-fold Crossvalidation)
SciMark benchmark
1199.5431
UserCPU time millis
1.913
UserCPU time millis testing
0.356
UserCPU time millis training
1.557