Run
8557020

Run 8557020

Task 145979 (Supervised Classification) spambase Uploaded 24-11-2017 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.trees1132
mlr.classif.ranger(16)_mtry38
mlr.classif.ranger(16)_min.node.size115
mlr.classif.ranger(16)_replaceFALSE
mlr.classif.ranger(16)_sample.fraction0.610144727164879
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
0.974
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.9261
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.8444
Cross-validation details (10-fold Crossvalidation)
KB relative information score
3391.6204
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.1373
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.4776
Cross-validation details (10-fold Crossvalidation)
Number of instances
4601
Per class
Cross-validation details (10-fold Crossvalidation)
Precision
0.9269
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.9265
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.9674
Cross-validation details (10-fold Crossvalidation)
Recall
0.9265
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.2875
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4886
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.2396
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.4904
Cross-validation details (10-fold Crossvalidation)
SciMark benchmark
1222.779
UserCPU time millis
128.948
UserCPU time millis testing
1.649
UserCPU time millis training
127.299