Run
8285089

Run 8285089

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)_k20
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
0.919
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.8299
Cross-validation details (10-fold Crossvalidation)
KB relative information score
3364.4856
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.1375
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
0.9193
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.9194
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.9674
Cross-validation details (10-fold Crossvalidation)
Recall
0.9194
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.288
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4886
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.2535
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.5188
Cross-validation details (10-fold Crossvalidation)
SciMark benchmark
1831.2726
UserCPU time millis
2.987
UserCPU time millis testing
2.803
UserCPU time millis training
0.184