Run
1847890

Run 1847890

Task 7295 (Supervised Classification) Click_prediction_small Uploaded 01-03-2017 by Janek Thomas
0 likes downloaded by 0 people 0 issues 0 downvotes , 0 total downloads
Issue #Downvotes for this reason By


Flow

mlr.classif.kknn(9)Learner mlr.classif.kknn from package(s) !kknn.
mlr.classif.kknn(9)_k30
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.

17 Evaluation measures

Area under ROC curve
0.6263
Per class
Cross-validation details (10-fold Crossvalidation)
Average cost
16.4158
Cross-validation details (10-fold Crossvalidation)
F measure
0.763
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.0335
Cross-validation details (10-fold Crossvalidation)
KB relative information score
-3767.3655
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.261
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.2801
Cross-validation details (10-fold Crossvalidation)
Number of instances
39948
Per class
Cross-validation details (10-fold Crossvalidation)
Precision
0.7641
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.8296
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.6541
Cross-validation details (10-fold Crossvalidation)
Recall
0.8296
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.9316
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.3742
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.3722
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.9947
Cross-validation details (10-fold Crossvalidation)
Total cost
655780
Cross-validation details (10-fold Crossvalidation)