OpenML
8327764

Run 8327764

Task 145854 (Supervised Classification) nomao Uploaded 30-10-2017 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)_k11
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
0.9865
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.9563
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.8929
Cross-validation details (10-fold Crossvalidation)
KB relative information score
29375.8935
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.0598
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.4081
Cross-validation details (10-fold Crossvalidation)
Number of instances
34465
Per class
Cross-validation details (10-fold Crossvalidation)
Precision
0.9563
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.9564
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.863
Cross-validation details (10-fold Crossvalidation)
Recall
0.9564
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.1466
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4517
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.1802
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.3989
Cross-validation details (10-fold Crossvalidation)
SciMark benchmark
1851.3986
UserCPU time millis
228.677
UserCPU time millis testing
228.161
UserCPU time millis training
0.516