Run
8499805

Run 8499805

Task 7295 (Supervised Classification) Click_prediction_small Uploaded 08-11-2017 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)_k24
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
0.6219
Per class
Cross-validation details (10-fold Crossvalidation)
Average cost
16.2579
Cross-validation details (10-fold Crossvalidation)
F measure
0.7652
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.0438
Cross-validation details (10-fold Crossvalidation)
KB relative information score
-4008.8858
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.2602
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
0.761
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.8278
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.6541
Cross-validation details (10-fold Crossvalidation)
Recall
0.8278
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.9288
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.3742
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.3742
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.9998
Cross-validation details (10-fold Crossvalidation)
SciMark benchmark
1853.9121
Total cost
649470
Cross-validation details (10-fold Crossvalidation)
UserCPU time millis
25.237
UserCPU time millis testing
25.166
UserCPU time millis training
0.071