Run
8284430

Run 8284430

Task 145972 (Supervised Classification) credit-g 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)_k22
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
0.7555
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.7054
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.268
Cross-validation details (10-fold Crossvalidation)
KB relative information score
202.7756
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.3307
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.4202
Cross-validation details (10-fold Crossvalidation)
Number of instances
1000
Per class
Cross-validation details (10-fold Crossvalidation)
Precision
0.7221
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.74
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.8818
Cross-validation details (10-fold Crossvalidation)
Recall
0.74
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.787
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4583
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.4181
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.9124
Cross-validation details (10-fold Crossvalidation)
SciMark benchmark
1747.3369
UserCPU time millis
0.382
UserCPU time millis testing
0.377
UserCPU time millis training
0.005