Run
8462250

Run 8462250

Task 31 (Supervised Classification) credit-g Uploaded 03-11-2017 by OpenML_Bot R
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Flow

mlr.classif.kknn(9)Learner mlr.classif.kknn from package(s) !kknn.
mlr.classif.kknn(9)_k8
mlr.classif.kknn(9)_openml.seed1
mlr.classif.kknn(9)_openml.kindMersenne-Twister
mlr.classif.kknn(9)_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
0.7218
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.7129
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.2925
Cross-validation details (10-fold Crossvalidation)
KB relative information score
199.7678
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.3227
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
0.7111
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.73
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.8818
Cross-validation details (10-fold Crossvalidation)
Recall
0.73
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.7681
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4583
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.4401
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.9603
Cross-validation details (10-fold Crossvalidation)
SciMark benchmark
1298.5594
UserCPU time millis
0.616
UserCPU time millis testing
0.607
UserCPU time millis training
0.009