Run
7902515

Run 7902515

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)_cost199.957864306956
mlr.classif.svm(6)_gamma25.063874150603
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
0.9368
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.8676
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.672
Cross-validation details (10-fold Crossvalidation)
KB relative information score
3028.9194
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.1873
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
0.8719
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.8727
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.8733
Cross-validation details (10-fold Crossvalidation)
Recall
0.8727
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.4516
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4554
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.3001
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.6591
Cross-validation details (10-fold Crossvalidation)
SciMark benchmark
1308.5552
UserCPU time millis
195.015
UserCPU time millis testing
1.024
UserCPU time millis training
193.991