OpenML
8445744

Run 8445744

Task 145833 (Supervised Classification) bank-marketing Uploaded 03-11-2017 by OpenML_Bot R
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Flow

mlr.classif.kknn(9)Learner mlr.classif.kknn from package(s) !kknn.
mlr.classif.kknn(9)_k8
mlr.classif.kknn(9)_openml.seed1
mlr.classif.kknn(9)_openml.kindMersenne-Twister
mlr.classif.kknn(9)_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
0.8496
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.8827
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.387
Cross-validation details (10-fold Crossvalidation)
KB relative information score
9069.3102
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.1241
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.2066
Cross-validation details (10-fold Crossvalidation)
Number of instances
45211
Per class
Cross-validation details (10-fold Crossvalidation)
Precision
0.8784
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.8932
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.5207
Cross-validation details (10-fold Crossvalidation)
Recall
0.8932
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.6004
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.3214
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.2814
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.8754
Cross-validation details (10-fold Crossvalidation)
SciMark benchmark
1289.3498
UserCPU time millis
91.059
UserCPU time millis testing
90.695
UserCPU time millis training
0.364