Run
8499401

Run 8499401

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)_k21
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
0.6189
Per class
Cross-validation details (10-fold Crossvalidation)
Average cost
16.1315
Cross-validation details (10-fold Crossvalidation)
F measure
0.7669
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.0522
Cross-validation details (10-fold Crossvalidation)
KB relative information score
-4180.6363
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.2597
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
0.7609
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.8267
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.6541
Cross-validation details (10-fold Crossvalidation)
Recall
0.8267
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.9271
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.3742
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.3756
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
1.0037
Cross-validation details (10-fold Crossvalidation)
SciMark benchmark
1842.2127
Total cost
644420
Cross-validation details (10-fold Crossvalidation)
UserCPU time millis
23.937
UserCPU time millis testing
23.874
UserCPU time millis training
0.063