OpenML
7916211

Run 7916211

Task 9977 (Supervised Classification) nomao Uploaded 10-09-2017 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)_cost2.20509809081894
mlr.classif.svm(6)_kernelpolynomial
mlr.classif.svm(6)_degree2
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
0.9897
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.958
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.8968
Cross-validation details (10-fold Crossvalidation)
KB relative information score
29272.4077
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.0632
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.4081
Cross-validation details (10-fold Crossvalidation)
Number of instances
34465
Per class
Cross-validation details (10-fold Crossvalidation)
Precision
0.9579
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.9581
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.863
Cross-validation details (10-fold Crossvalidation)
Recall
0.9581
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.1549
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4517
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.1781
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.3943
Cross-validation details (10-fold Crossvalidation)
SciMark benchmark
1323.1123
UserCPU time millis
8593.462
UserCPU time millis testing
68.813
UserCPU time millis training
8524.649