Run
7898605

Run 7898605

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)_cost11.3551052080497
mlr.classif.svm(6)_kernelpolynomial
mlr.classif.svm(6)_degree2
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
0.8276
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.7271
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.313
Cross-validation details (10-fold Crossvalidation)
KB relative information score
1263.239
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.3169
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
0.7337
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.7515
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.8733
Cross-validation details (10-fold Crossvalidation)
Recall
0.7515
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.7641
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4554
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.3981
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.8743
Cross-validation details (10-fold Crossvalidation)
SciMark benchmark
1329.9309
UserCPU time millis
52.435
UserCPU time millis testing
0.439
UserCPU time millis training
51.996