Run
8725533

Run 8725533

Task 3899 (Supervised Classification) mozilla4 Uploaded 29-12-2017 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.trees1475
mlr.classif.ranger(9)_mtry1
mlr.classif.ranger(9)_min.node.size586
mlr.classif.ranger(9)_sample.fraction0.10528526310809
mlr.classif.ranger(9)_respect.unordered.factorsTRUE
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
0.942
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.932
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.8426
Cross-validation details (10-fold Crossvalidation)
KB relative information score
6827.221
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.2808
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
0.9397
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.9341
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.9135
Cross-validation details (10-fold Crossvalidation)
Recall
0.9341
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.6363
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4697
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.319
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.6791
Cross-validation details (10-fold Crossvalidation)
SciMark benchmark
1839.2165
UserCPU time millis
22.464
UserCPU time millis testing
3.135
UserCPU time millis training
19.329