Run
2416367

Run 2416367

Task 43 (Supervised Classification) spambase Uploaded 18-06-2017 by OpenML_Bot R
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  • botV1 mlrRandomBot sciBenchV1.0
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Flow

mlr.classif.rpart(39)Learner mlr.classif.rpart from package(s) rpart.
mlr.classif.rpart(39)_minsplit18
mlr.classif.rpart(39)_minbucket29
mlr.classif.rpart(39)_cp0.323618761496618
mlr.classif.rpart(39)_maxdepth24
mlr.classif.rpart(39)_xval0
mlr.classif.rpart(39)_openml.seed1
mlr.classif.rpart(39)_openml.kindMersenne-Twister
mlr.classif.rpart(39)_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
0.7762
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.7754
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.5248
Cross-validation details (10-fold Crossvalidation)
KB relative information score
1591.2229
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.3297
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
0.7784
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.7798
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.9674
Cross-validation details (10-fold Crossvalidation)
Recall
0.7798
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.6904
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4886
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.4116
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.8424
Cross-validation details (10-fold Crossvalidation)
SciMark benchmark
377.2804
UserCPU time millis
1.898
UserCPU time millis testing
0.193
UserCPU time millis training
1.705