Run
2325054

Run 2325054

Task 3889 (Supervised Classification) sylva_agnostic Uploaded 22-05-2017 by OpenML_Bot R
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  • botV1 mlrRandomBot sciBenchV1.0
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Flow

mlr.classif.svm(7)Learner mlr.classif.svm from package(s) e1071.
mlr.classif.svm(7)_cost225.254608731395
mlr.classif.svm(7)_gamma0.00125925848634371
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
0.9488
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.9744
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.7613
Cross-validation details (10-fold Crossvalidation)
KB relative information score
8760.8467
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.0427
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
0.9758
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.9764
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.3338
Cross-validation details (10-fold Crossvalidation)
Recall
0.9764
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.3693
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.2403
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.1466
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.61
Cross-validation details (10-fold Crossvalidation)
SciMark benchmark
1768.5406
UserCPU time millis
2899.497
UserCPU time millis testing
12.23
UserCPU time millis training
2887.267