Run
8523418

Run 8523418

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)_k5
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
0.8082
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.7995
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.6043
Cross-validation details (10-fold Crossvalidation)
KB relative information score
261.5042
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.277
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
0.8191
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.8022
Cross-validation details (10-fold Crossvalidation)
Prior entropy
1
Cross-validation details (10-fold Crossvalidation)
Recall
0.8022
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.554
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.5
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.3979
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.7958
Cross-validation details (10-fold Crossvalidation)
SciMark benchmark
1761.5433
UserCPU time millis
0.226
UserCPU time millis testing
0.097
UserCPU time millis training
0.129