Run
576502

Run 576502

Task 9905 (Supervised Classification) autoUniv-au7-700 Uploaded 01-06-2016 by Rafael Gomes Mantovani
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Flow

mlr.classif.kknn.preproc.preproc(1)Learner mlr.classif.kknn.preproc.preproc from package(s) !kknn.
mlr.classif.kknn.preproc.preproc(1)_k41
mlr.classif.kknn.preproc.preproc(1)_openml.seed1
mlr.classif.kknn.preproc.preproc(1)_openml.kindMersenne-Twister
mlr.classif.kknn.preproc.preproc(1)_openml.normal.kindInversion

Result files

rds
BenchmarkResult

xml
Description

XML file describing the run, including user-defined evaluation measures.

arff
Predictions

ARFF file with instance-level predictions generated by the model.

20 Evaluation measures

Area under ROC curve
0.6073
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.4153
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.1257
Cross-validation details (10-fold Crossvalidation)
KB relative information score
74.5219
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.4214
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.4437
Cross-validation details (10-fold Crossvalidation)
Number of instances
700
Per class
Cross-validation details (10-fold Crossvalidation)
Precision
0.4151
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.4171
Cross-validation details (10-fold Crossvalidation)
Prior entropy
1.5824
Cross-validation details (10-fold Crossvalidation)
Recall
0.4171
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.9497
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.471
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.4635
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.9841
Cross-validation details (10-fold Crossvalidation)
UserCPU time millis
0.423
UserCPU time millis testing
0.174
UserCPU time millis training
0.249