Run
8650892

Run 8650892

Task 145853 (Supervised Classification) madelon Uploaded 13-12-2017 by OpenML_Bot R
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  • botV1 mlrRandomBot sciBenchV1.0
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Flow

mlr.classif.ranger(15)Learner mlr.classif.ranger from package(s) ranger.
mlr.classif.ranger(15)_num.trees1535
mlr.classif.ranger(15)_mtry81
mlr.classif.ranger(15)_min.node.size97
mlr.classif.ranger(15)_sample.fraction0.200516854878515
mlr.classif.ranger(15)_num.threads1
mlr.classif.ranger(15)_verboseFALSE
mlr.classif.ranger(15)_openml.seed1
mlr.classif.ranger(15)_openml.kindMersenne-Twister
mlr.classif.ranger(15)_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
0.7368
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.6648
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.3338
Cross-validation details (10-fold Crossvalidation)
KB relative information score
294.9607
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.4549
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
0.6712
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.6669
Cross-validation details (10-fold Crossvalidation)
Prior entropy
1
Cross-validation details (10-fold Crossvalidation)
Recall
0.6669
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.9099
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.5
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.465
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.93
Cross-validation details (10-fold Crossvalidation)
SciMark benchmark
1410.0956
UserCPU time millis
64.72
UserCPU time millis testing
1.2
UserCPU time millis training
63.52