Run
5844087

Run 5844087

Task 9967 (Supervised Classification) steel-plates-fault Uploaded 13-07-2017 by OpenML_Bot R
0 likes downloaded by 0 people 0 issues 0 downvotes , 0 total downloads
  • AzureBot11 botV1 mlrRandomBot sciBenchV1.0
Issue #Downvotes for this reason By


Flow

mlr.classif.svm(6)Learner mlr.classif.svm from package(s) e1071.
mlr.classif.svm(6)_cost6.96963303673125
mlr.classif.svm(6)_gamma17.5255545395773
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
0.6679
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.5222
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.0097
Cross-validation details (10-fold Crossvalidation)
KB relative information score
76.3717
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.4249
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
0.7746
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.6558
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.9313
Cross-validation details (10-fold Crossvalidation)
Recall
0.6558
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.9378
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4759
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.4571
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.9603
Cross-validation details (10-fold Crossvalidation)
SciMark benchmark
1275.7129
UserCPU time millis
26.76
UserCPU time millis testing
0.552
UserCPU time millis training
26.208