Run
8650046

Run 8650046

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.trees852
mlr.classif.ranger(15)_mtry4
mlr.classif.ranger(15)_min.node.size518
mlr.classif.ranger(15)_sample.fraction0.776463115680963
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
0.967
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.933
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.845
Cross-validation details (10-fold Crossvalidation)
KB relative information score
12183.2863
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.1027
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
0.9405
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.935
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.9135
Cross-validation details (10-fold Crossvalidation)
Recall
0.935
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.2328
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4697
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.2215
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.4717
Cross-validation details (10-fold Crossvalidation)
SciMark benchmark
1387.8636
UserCPU time millis
71.94
UserCPU time millis testing
3.03
UserCPU time millis training
68.91