Run
8650052

Run 8650052

Task 3899 (Supervised Classification) mozilla4 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.trees907
mlr.classif.ranger(15)_mtry4
mlr.classif.ranger(15)_min.node.size710
mlr.classif.ranger(15)_replaceFALSE
mlr.classif.ranger(15)_sample.fraction0.457374050444923
mlr.classif.ranger(15)_respect.unordered.factorsTRUE
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
0.9592
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.9326
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.844
Cross-validation details (10-fold Crossvalidation)
KB relative information score
11936.3864
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.1106
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.4412
Cross-validation details (10-fold Crossvalidation)
Number of instances
15545
Per class
Cross-validation details (10-fold Crossvalidation)
Precision
0.9403
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.9346
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.9135
Cross-validation details (10-fold Crossvalidation)
Recall
0.9346
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.2507
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4697
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.2304
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.4905
Cross-validation details (10-fold Crossvalidation)
SciMark benchmark
1362.3835
UserCPU time millis
50.2
UserCPU time millis testing
2.81
UserCPU time millis training
47.39