Run
8554110

Run 8554110

Task 145979 (Supervised Classification) spambase Uploaded 23-11-2017 by OpenML_Bot R
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Flow

mlr.classif.ranger(16)Learner mlr.classif.ranger from package(s) ranger.
mlr.classif.ranger(16)_num.trees283
mlr.classif.ranger(16)_mtry46
mlr.classif.ranger(16)_min.node.size141
mlr.classif.ranger(16)_sample.fraction0.314489540178329
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
0.9649
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.9221
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.8359
Cross-validation details (10-fold Crossvalidation)
KB relative information score
3187.4445
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.1615
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
0.9231
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.9226
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.9674
Cross-validation details (10-fold Crossvalidation)
Recall
0.9226
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.3382
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4886
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.258
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.528
Cross-validation details (10-fold Crossvalidation)
SciMark benchmark
1112.8192
UserCPU time millis
28.069
UserCPU time millis testing
0.611
UserCPU time millis training
27.458