OpenML
8312777

Run 8312777

Task 3917 (Supervised Classification) kc1 Uploaded 29-10-2017 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
0.7907
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.8211
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.23
Cross-validation details (10-fold Crossvalidation)
KB relative information score
224.7441
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.1975
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.2616
Cross-validation details (10-fold Crossvalidation)
Number of instances
2109
Per class
Cross-validation details (10-fold Crossvalidation)
Precision
0.8236
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.8535
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.622
Cross-validation details (10-fold Crossvalidation)
Recall
0.8535
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.7549
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.3615
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.3301
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.9132
Cross-validation details (10-fold Crossvalidation)
SciMark benchmark
1751.5974
UserCPU time millis
0.527
UserCPU time millis testing
0.511
UserCPU time millis training
0.016