Run
8249569

Run 8249569

Task 43 (Supervised Classification) spambase Uploaded 25-10-2017 by OpenML_Bot R
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  • botV1 mlrRandomBot sciBenchV10
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Flow

mlr.classif.ranger(9)Learner mlr.classif.ranger from package(s) ranger.
mlr.classif.ranger(9)_num.trees1171
mlr.classif.ranger(9)_mtry36
mlr.classif.ranger(9)_min.node.size465
mlr.classif.ranger(9)_replaceFALSE
mlr.classif.ranger(9)_sample.fraction0.941240192903206
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
0.9649
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.9153
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.8216
Cross-validation details (10-fold Crossvalidation)
KB relative information score
3129.5682
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.1669
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
0.9162
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.9159
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.9674
Cross-validation details (10-fold Crossvalidation)
Recall
0.9159
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.3495
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4886
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.2639
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.5401
Cross-validation details (10-fold Crossvalidation)
SciMark benchmark
1813.7473
UserCPU time millis
101.821
UserCPU time millis testing
1.747
UserCPU time millis training
100.074