Run
6191634

Run 6191634

Task 145855 (Supervised Classification) ozone-level-8hr Uploaded 27-08-2017 by OpenML_Bot R
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  • AzureBot20 botV1 mlrRandomBot sciBenchV1.0
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Flow

mlr.classif.svm(6)Learner mlr.classif.svm from package(s) e1071.
mlr.classif.svm(6)_cost148.348473339324
mlr.classif.svm(6)_kernellinear
mlr.classif.svm(6)_openml.seed1
mlr.classif.svm(6)_openml.kindMersenne-Twister
mlr.classif.svm(6)_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
0.8888
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.9138
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.1073
Cross-validation details (10-fold Crossvalidation)
KB relative information score
-797.8771
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.0992
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
0.9129
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.9369
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.3411
Cross-validation details (10-fold Crossvalidation)
Recall
0.9369
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.8367
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.2432
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.2197
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.9033
Cross-validation details (10-fold Crossvalidation)
SciMark benchmark
1272.1799
UserCPU time millis
682.613
UserCPU time millis testing
0.668
UserCPU time millis training
681.945