Run
8541276

Run 8541276

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.trees1228
mlr.classif.ranger(15)_mtry27
mlr.classif.ranger(15)_min.node.size1185
mlr.classif.ranger(15)_sample.fraction0.527653112937696
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
0.9453
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.888
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.7663
Cross-validation details (10-fold Crossvalidation)
KB relative information score
2334.8487
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.2582
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
0.8888
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.8876
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.9674
Cross-validation details (10-fold Crossvalidation)
Recall
0.8876
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.5408
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4886
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.3174
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.6496
Cross-validation details (10-fold Crossvalidation)
SciMark benchmark
1269.6451
UserCPU time millis
19.76
UserCPU time millis testing
1.02
UserCPU time millis training
18.74