Run
6183823

Run 6183823

Task 145855 (Supervised Classification) ozone-level-8hr Uploaded 27-08-2017 by OpenML_Bot R
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Flow

mlr.classif.svm(6)Learner mlr.classif.svm from package(s) e1071.
mlr.classif.svm(6)_cost2.66927202622265
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
0.8982
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.9137
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.1122
Cross-validation details (10-fold Crossvalidation)
KB relative information score
-712.6864
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.0969
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
0.9096
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.9357
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.3411
Cross-validation details (10-fold Crossvalidation)
Recall
0.9357
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.817
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.2432
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.2169
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.8917
Cross-validation details (10-fold Crossvalidation)
SciMark benchmark
1257.6966
UserCPU time millis
25.959
UserCPU time millis testing
0.489
UserCPU time millis training
25.47