Run
2362377

Run 2362377

Task 145857 (Supervised Classification) phoneme Uploaded 30-05-2017 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)_cost68.8485878917816
mlr.classif.svm(7)_kernelpolynomial
mlr.classif.svm(7)_degree4
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
0.8531
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.744
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.3539
Cross-validation details (10-fold Crossvalidation)
KB relative information score
1450.0937
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.304
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
0.7786
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.7772
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.8733
Cross-validation details (10-fold Crossvalidation)
Recall
0.7772
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.733
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4554
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.3846
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.8447
Cross-validation details (10-fold Crossvalidation)
SciMark benchmark
1855.5999
UserCPU time millis
161.074
UserCPU time millis testing
0.243
UserCPU time millis training
160.831