Run
4386574

Run 4386574

Task 3889 (Supervised Classification) sylva_agnostic Uploaded 06-07-2017 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)_cost0.00675578300193578
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
0.9954
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.9841
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.8623
Cross-validation details (10-fold Crossvalidation)
KB relative information score
10827.6039
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.0223
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.1156
Cross-validation details (10-fold Crossvalidation)
Number of instances
14395
Per class
Cross-validation details (10-fold Crossvalidation)
Precision
0.9841
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.9842
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.3338
Cross-validation details (10-fold Crossvalidation)
Recall
0.9842
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.1931
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.2403
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.1104
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.4594
Cross-validation details (10-fold Crossvalidation)
SciMark benchmark
1265.8296
UserCPU time millis
942.633
UserCPU time millis testing
7.336
UserCPU time millis training
935.297