Run
8523531

Run 8523531

Task 146064 (Supervised Classification) monks-problems-1 Uploaded 10-11-2017 by OpenML_Bot R
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  • botV1 mlrRandomBot sciBenchV1.0
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Flow

mlr.classif.kknn(10)Learner mlr.classif.kknn from package(s) !kknn.
mlr.classif.kknn(10)_k11
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
0.943
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.8671
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.7374
Cross-validation details (10-fold Crossvalidation)
KB relative information score
263.8916
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.2871
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.5
Cross-validation details (10-fold Crossvalidation)
Number of instances
556
Per class
Cross-validation details (10-fold Crossvalidation)
Precision
0.8874
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.8687
Cross-validation details (10-fold Crossvalidation)
Prior entropy
1
Cross-validation details (10-fold Crossvalidation)
Recall
0.8687
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.5743
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.5
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.3356
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.6713
Cross-validation details (10-fold Crossvalidation)
SciMark benchmark
1759.8219
UserCPU time millis
0.226
UserCPU time millis testing
0.098
UserCPU time millis training
0.128