Run
8541305

Run 8541305

Task 145979 (Supervised Classification) spambase Uploaded 18-11-2017 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.trees139
mlr.classif.ranger(15)_mtry44
mlr.classif.ranger(15)_min.node.size118
mlr.classif.ranger(15)_replaceFALSE
mlr.classif.ranger(15)_sample.fraction0.435938561242074
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
0.9706
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.9234
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.8389
Cross-validation details (10-fold Crossvalidation)
KB relative information score
3325.6041
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.145
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
0.9242
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.9239
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.9674
Cross-validation details (10-fold Crossvalidation)
Recall
0.9239
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.3037
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4886
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.2465
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.5044
Cross-validation details (10-fold Crossvalidation)
SciMark benchmark
1209.1073
UserCPU time millis
18.17
UserCPU time millis testing
0.22
UserCPU time millis training
17.95