Run
8498881

Run 8498881

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)_k15
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
0.6121
Per class
Cross-validation details (10-fold Crossvalidation)
Average cost
15.8371
Cross-validation details (10-fold Crossvalidation)
F measure
0.7698
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.0688
Cross-validation details (10-fold Crossvalidation)
KB relative information score
-4694.0352
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.2584
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
0.7586
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.8226
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.6541
Cross-validation details (10-fold Crossvalidation)
Recall
0.8226
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.9225
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.3742
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.3802
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
1.0159
Cross-validation details (10-fold Crossvalidation)
SciMark benchmark
1855.0232
Total cost
632660
Cross-validation details (10-fold Crossvalidation)
UserCPU time millis
22.96
UserCPU time millis testing
22.886
UserCPU time millis training
0.074