Run
8789034

Run 8789034

Task 145854 (Supervised Classification) nomao Uploaded 13-01-2018 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.trees915
mlr.classif.ranger(16)_mtry97
mlr.classif.ranger(16)_min.node.size1614
mlr.classif.ranger(16)_replaceFALSE
mlr.classif.ranger(16)_sample.fraction0.571707031433471
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
0.9771
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.9215
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.8034
Cross-validation details (10-fold Crossvalidation)
KB relative information score
24777.0499
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.1167
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
0.9246
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.9237
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.863
Cross-validation details (10-fold Crossvalidation)
Recall
0.9237
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.2859
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4517
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.2324
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.5144
Cross-validation details (10-fold Crossvalidation)
SciMark benchmark
1236.1288
UserCPU time millis
3199.881
UserCPU time millis testing
9.674
UserCPU time millis training
3190.207