Run
8761860

Run 8761860

Task 9977 (Supervised Classification) nomao Uploaded 31-12-2017 by OpenML_Bot R
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  • botV1 mlrRandomBot sciBenchV1.0
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Flow

mlr.classif.ranger(9)Learner mlr.classif.ranger from package(s) ranger.
mlr.classif.ranger(9)_num.trees930
mlr.classif.ranger(9)_mtry47
mlr.classif.ranger(9)_min.node.size21
mlr.classif.ranger(9)_sample.fraction0.464871792332269
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
0.9925
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.9637
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.911
Cross-validation details (10-fold Crossvalidation)
KB relative information score
29018.4419
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.0685
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.4081
Cross-validation details (10-fold Crossvalidation)
Number of instances
34465
Per class
Cross-validation details (10-fold Crossvalidation)
Precision
0.9637
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.9638
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.863
Cross-validation details (10-fold Crossvalidation)
Recall
0.9638
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.1677
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4517
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.1696
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.3754
Cross-validation details (10-fold Crossvalidation)
SciMark benchmark
1729.728
UserCPU time millis
1302.82
UserCPU time millis testing
9.168
UserCPU time millis training
1293.652