Run
8499184

Run 8499184

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)_k10
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
0.8578
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.9322
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.337
Cross-validation details (10-fold Crossvalidation)
KB relative information score
-445.2985
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.0813
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
0.9321
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.944
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.3411
Cross-validation details (10-fold Crossvalidation)
Recall
0.944
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.685
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.2432
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.2166
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.8905
Cross-validation details (10-fold Crossvalidation)
SciMark benchmark
1815.4107
UserCPU time millis
2.223
UserCPU time millis testing
2.188
UserCPU time millis training
0.035