Run
5843351

Run 5843351

Task 9967 (Supervised Classification) steel-plates-fault Uploaded 13-07-2017 by OpenML_Bot R
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  • AzureBot11 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)_cost0.0174791542637548
mlr.classif.svm(6)_gamma1.8898557307264
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
0.9461
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.7946
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.5946
Cross-validation details (10-fold Crossvalidation)
KB relative information score
897.8892
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.239
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.4531
Cross-validation details (10-fold Crossvalidation)
Number of instances
1941
Per class
Cross-validation details (10-fold Crossvalidation)
Precision
0.8693
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.7903
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.9313
Cross-validation details (10-fold Crossvalidation)
Recall
0.7903
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.5275
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4759
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.3451
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.7251
Cross-validation details (10-fold Crossvalidation)
SciMark benchmark
1291.7528
UserCPU time millis
25.395
UserCPU time millis testing
0.512
UserCPU time millis training
24.883