Run
8499185

Run 8499185

Task 145855 (Supervised Classification) ozone-level-8hr Uploaded 07-11-2017 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)_k16
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
0.8802
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.9254
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.2443
Cross-validation details (10-fold Crossvalidation)
KB relative information score
-501.9374
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.0833
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.1186
Cross-validation details (10-fold Crossvalidation)
Number of instances
2534
Per class
Cross-validation details (10-fold Crossvalidation)
Precision
0.9298
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.9424
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.3411
Cross-validation details (10-fold Crossvalidation)
Recall
0.9424
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.7025
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.2432
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.213
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.8757
Cross-validation details (10-fold Crossvalidation)
SciMark benchmark
1844.677
UserCPU time millis
1.35
UserCPU time millis testing
1.322
UserCPU time millis training
0.028