Run
8498888

Run 8498888

Task 34536 (Supervised Classification) Internet-Advertisements 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)_k30
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
0.9633
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.9376
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.72
Cross-validation details (10-fold Crossvalidation)
KB relative information score
2284.116
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.0733
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.2409
Cross-validation details (10-fold Crossvalidation)
Number of instances
3279
Per class
Cross-validation details (10-fold Crossvalidation)
Precision
0.9463
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.9436
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.5848
Cross-validation details (10-fold Crossvalidation)
Recall
0.9436
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.3043
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.347
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.1989
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.5733
Cross-validation details (10-fold Crossvalidation)
SciMark benchmark
1848.2615
UserCPU time millis
66.684
UserCPU time millis testing
66.247
UserCPU time millis training
0.437