Run
2413048

Run 2413048

Task 145848 (Supervised Classification) ilpd Uploaded 12-06-2017 by OpenML_Bot R
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Flow

mlr.classif.svm(7)Learner mlr.classif.svm from package(s) e1071.
mlr.classif.svm(7)_cost0.407533053180556
mlr.classif.svm(7)_gamma3.01200176003754
mlr.classif.svm(7)_openml.seed1
mlr.classif.svm(7)_openml.kindMersenne-Twister
mlr.classif.svm(7)_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
0.6252
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.6099
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.0178
Cross-validation details (10-fold Crossvalidation)
KB relative information score
17.1461
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.3951
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.4091
Cross-validation details (10-fold Crossvalidation)
Number of instances
583
Per class
Cross-validation details (10-fold Crossvalidation)
Precision
0.6167
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.705
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.8651
Cross-validation details (10-fold Crossvalidation)
Recall
0.705
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.9658
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4521
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.4445
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.9831
Cross-validation details (10-fold Crossvalidation)
SciMark benchmark
1874.4489
UserCPU time millis
1.003
UserCPU time millis testing
0.025
UserCPU time millis training
0.978