Run
7898790

Run 7898790

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)_cost0.0297109661221261
mlr.classif.svm(6)_kernellinear
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
0.8014
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.7449
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.3676
Cross-validation details (10-fold Crossvalidation)
KB relative information score
1293.4929
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.3166
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
0.7422
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.7548
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.8733
Cross-validation details (10-fold Crossvalidation)
Recall
0.7548
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.7633
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4554
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.3992
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.8767
Cross-validation details (10-fold Crossvalidation)
SciMark benchmark
1313.9456
UserCPU time millis
26.394
UserCPU time millis testing
0.441
UserCPU time millis training
25.953