Run
7902507

Run 7902507

Task 145857 (Supervised Classification) phoneme 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)_cost203.624555899665
mlr.classif.svm(6)_gamma0.706130254315759
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
0.9292
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.8841
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.7161
Cross-validation details (10-fold Crossvalidation)
KB relative information score
3065.8082
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.1883
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.4147
Cross-validation details (10-fold Crossvalidation)
Number of instances
5404
Per class
Cross-validation details (10-fold Crossvalidation)
Precision
0.8846
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.8864
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.8733
Cross-validation details (10-fold Crossvalidation)
Recall
0.8864
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.4541
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4554
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.2961
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.6502
Cross-validation details (10-fold Crossvalidation)
SciMark benchmark
1313.6408
UserCPU time millis
92.487
UserCPU time millis testing
0.326
UserCPU time millis training
92.161