Run
7898359

Run 7898359

Task 145857 (Supervised Classification) phoneme Uploaded 10-09-2017 by OpenML_Bot R
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  • AzureBot21 botV1 mlrRandomBot sciBenchV1.0
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Flow

mlr.classif.svm(6)Learner mlr.classif.svm from package(s) e1071.
mlr.classif.svm(6)_cost49.9351322327091
mlr.classif.svm(6)_gamma114.63884573318
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
0.9139
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.7778
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.4392
Cross-validation details (10-fold Crossvalidation)
KB relative information score
1993.1621
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.2563
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
0.8243
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.8064
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.8733
Cross-validation details (10-fold Crossvalidation)
Recall
0.8064
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.618
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4554
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.3513
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.7716
Cross-validation details (10-fold Crossvalidation)
SciMark benchmark
1306.6866
UserCPU time millis
230.53
UserCPU time millis testing
1.042
UserCPU time millis training
229.488