Run
8498876

Run 8498876

Task 7295 (Supervised Classification) Click_prediction_small Uploaded 07-11-2017 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)_k28
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
0.625
Per class
Cross-validation details (10-fold Crossvalidation)
Average cost
16.378
Cross-validation details (10-fold Crossvalidation)
F measure
0.7635
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.0359
Cross-validation details (10-fold Crossvalidation)
KB relative information score
-3833.9523
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.2607
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
0.7626
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.8291
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.6541
Cross-validation details (10-fold Crossvalidation)
Recall
0.8291
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.9307
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.3742
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.3728
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.9961
Cross-validation details (10-fold Crossvalidation)
SciMark benchmark
1850.3603
Total cost
654270
Cross-validation details (10-fold Crossvalidation)
UserCPU time millis
24.612
UserCPU time millis testing
24.552
UserCPU time millis training
0.06