Run
8800920

Run 8800920

Task 145848 (Supervised Classification) ilpd Uploaded 20-01-2018 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.trees954
mlr.classif.ranger(16)_mtry3
mlr.classif.ranger(16)_min.node.size36
mlr.classif.ranger(16)_replaceFALSE
mlr.classif.ranger(16)_sample.fraction0.511129639437422
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
0.735
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.6586
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.1232
Cross-validation details (10-fold Crossvalidation)
KB relative information score
59.6996
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.3509
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
0.6536
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.6981
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.8651
Cross-validation details (10-fold Crossvalidation)
Recall
0.6981
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.8578
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4521
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.4199
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.9288
Cross-validation details (10-fold Crossvalidation)
SciMark benchmark
1370.7647
UserCPU time millis
1.918
UserCPU time millis testing
0.265
UserCPU time millis training
1.653