Run
8286175

Run 8286175

Task 145979 (Supervised Classification) spambase Uploaded 28-10-2017 by OpenML_Bot R
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  • botV1 mlrRandomBot sciBenchV10
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Flow

mlr.classif.kknn(10)Learner mlr.classif.kknn from package(s) !kknn.
mlr.classif.kknn(10)_k19
mlr.classif.kknn(10)_openml.seed1
mlr.classif.kknn(10)_openml.kindMersenne-Twister
mlr.classif.kknn(10)_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
0.9681
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.9197
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.8313
Cross-validation details (10-fold Crossvalidation)
KB relative information score
3375.27
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.1362
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
0.9199
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.92
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.9674
Cross-validation details (10-fold Crossvalidation)
Recall
0.92
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.2852
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4886
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.2532
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.5181
Cross-validation details (10-fold Crossvalidation)
SciMark benchmark
1826.1611
UserCPU time millis
2.902
UserCPU time millis testing
2.723
UserCPU time millis training
0.179