Run
8541304

Run 8541304

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.trees1645
mlr.classif.ranger(15)_mtry3
mlr.classif.ranger(15)_min.node.size1613
mlr.classif.ranger(15)_sample.fraction0.484566449723207
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
0.9552
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.8319
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.645
Cross-validation details (10-fold Crossvalidation)
KB relative information score
1292.9049
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.3711
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
0.868
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.8416
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.9674
Cross-validation details (10-fold Crossvalidation)
Recall
0.8416
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.7771
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4886
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.3889
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.7959
Cross-validation details (10-fold Crossvalidation)
SciMark benchmark
1191.273
UserCPU time millis
11.72
UserCPU time millis testing
1.66
UserCPU time millis training
10.06