Run
6293029

Run 6293029

Task 145854 (Supervised Classification) nomao Uploaded 28-08-2017 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)_cost20.1444529841031
mlr.classif.svm(6)_gamma0.00798064067081371
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
0.9922
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.9649
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.914
Cross-validation details (10-fold Crossvalidation)
KB relative information score
30015.5925
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.0545
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
0.9649
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.9649
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.863
Cross-validation details (10-fold Crossvalidation)
Recall
0.9649
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.1336
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4517
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.1644
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.3639
Cross-validation details (10-fold Crossvalidation)
SciMark benchmark
1311.2323
UserCPU time millis
15933.808
UserCPU time millis testing
79.483
UserCPU time millis training
15854.325