OpenML
8260745

Run 8260745

Task 3918 (Supervised Classification) pc1 Uploaded 26-10-2017 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.trees276
mlr.classif.ranger(9)_mtry15
mlr.classif.ranger(9)_min.node.size281
mlr.classif.ranger(9)_replaceFALSE
mlr.classif.ranger(9)_sample.fraction0.456588723324239
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
0.8038
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.9066
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.1087
Cross-validation details (10-fold Crossvalidation)
KB relative information score
-477.496
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.1143
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.1299
Cross-validation details (10-fold Crossvalidation)
Number of instances
1109
Per class
Cross-validation details (10-fold Crossvalidation)
Precision
0.9194
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.9333
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.3667
Cross-validation details (10-fold Crossvalidation)
Recall
0.9333
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.8802
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.2542
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.2375
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.9344
Cross-validation details (10-fold Crossvalidation)
SciMark benchmark
1743.5462
UserCPU time millis
1.219
UserCPU time millis testing
0.072
UserCPU time millis training
1.147