Run
7902810

Run 7902810

Task 145857 (Supervised Classification) phoneme Uploaded 10-09-2017 by OpenML_Bot R
0 likes downloaded by 0 people 0 issues 0 downvotes , 0 total downloads
  • AzureBot21 botV1 mlrRandomBot sciBenchV1.0
Issue #Downvotes for this reason By


Flow

mlr.classif.svm(6)Learner mlr.classif.svm from package(s) e1071.
mlr.classif.svm(6)_cost0.038527680973562
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
0.8198
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.7169
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.2862
Cross-validation details (10-fold Crossvalidation)
KB relative information score
1081.2492
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.3328
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
0.7255
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.7452
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.8733
Cross-validation details (10-fold Crossvalidation)
Recall
0.7452
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.8024
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4554
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.4088
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.8978
Cross-validation details (10-fold Crossvalidation)
SciMark benchmark
1314.0126
UserCPU time millis
29.801
UserCPU time millis testing
0.529
UserCPU time millis training
29.272