Run
8500392

Run 8500392

Task 7295 (Supervised Classification) Click_prediction_small Uploaded 08-11-2017 by OpenML_Bot R
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Flow

mlr.classif.kknn(16)Learner mlr.classif.kknn from package(s) !kknn.
mlr.classif.kknn(16)_k2
mlr.classif.kknn(16)_openml.seed1
mlr.classif.kknn(16)_openml.kindMersenne-Twister
mlr.classif.kknn(16)_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
0.5605
Per class
Cross-validation details (10-fold Crossvalidation)
Average cost
14.1557
Cross-validation details (10-fold Crossvalidation)
F measure
0.746
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.0862
Cross-validation details (10-fold Crossvalidation)
KB relative information score
-4115.2802
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.2531
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
0.7441
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.7481
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.6541
Cross-validation details (10-fold Crossvalidation)
Recall
0.7481
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.9036
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.3742
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.4653
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
1.2433
Cross-validation details (10-fold Crossvalidation)
SciMark benchmark
2120.9995
Total cost
565490
Cross-validation details (10-fold Crossvalidation)
UserCPU time millis
13.72
UserCPU time millis testing
13.7
UserCPU time millis training
0.02