OpenML
8286854

Run 8286854

Task 146064 (Supervised Classification) monks-problems-1 Uploaded 28-10-2017 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)_k2
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
0.8049
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.7679
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.536
Cross-validation details (10-fold Crossvalidation)
KB relative information score
278.1758
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.2543
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
0.7684
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.768
Cross-validation details (10-fold Crossvalidation)
Prior entropy
1
Cross-validation details (10-fold Crossvalidation)
Recall
0.768
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.5086
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.5
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.4493
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.8986
Cross-validation details (10-fold Crossvalidation)
SciMark benchmark
1731.6096
UserCPU time millis
0.254
UserCPU time millis testing
0.108
UserCPU time millis training
0.146