Run
8361444

Run 8361444

Task 3899 (Supervised Classification) mozilla4 Uploaded 31-10-2017 by OpenML_Bot R
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Flow

mlr.classif.ranger(13)Learner mlr.classif.ranger from package(s) ranger.
mlr.classif.ranger(13)_num.trees1771
mlr.classif.ranger(13)_mtry4
mlr.classif.ranger(13)_min.node.size46
mlr.classif.ranger(13)_sample.fraction0.295352638093755
mlr.classif.ranger(13)_num.threads1
mlr.classif.ranger(13)_verboseFALSE
mlr.classif.ranger(13)_openml.seed1
mlr.classif.ranger(13)_openml.kindMersenne-Twister
mlr.classif.ranger(13)_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
0.9757
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.9436
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.8701
Cross-validation details (10-fold Crossvalidation)
KB relative information score
12474.9756
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.0937
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
0.9476
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.9448
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.9135
Cross-validation details (10-fold Crossvalidation)
Recall
0.9448
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.2124
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4697
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.2094
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.4459
Cross-validation details (10-fold Crossvalidation)
SciMark benchmark
1261.4809
UserCPU time millis
658.858
UserCPU time millis testing
30.179
UserCPU time millis training
628.679