Run
1878010

Run 1878010

Task 3485 (Supervised Classification) scene Uploaded 31-03-2017 by OpenML_Bot R
0 likes downloaded by 0 people 0 issues 0 downvotes , 0 total downloads
  • botV1 mlrRandomBot sciBenchV1.0
Issue #Downvotes for this reason By


Flow

mlr.classif.svm(8)Learner mlr.classif.svm from package(s) e1071.
mlr.classif.svm(8)_cost869.88655789752
mlr.classif.svm(8)_kernelpolynomial
mlr.classif.svm(8)_degree4
mlr.classif.svm(8)_openml.seed1
mlr.classif.svm(8)_openml.kindMersenne-Twister
mlr.classif.svm(8)_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
0.8698
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.773
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.129
Cross-validation details (10-fold Crossvalidation)
KB relative information score
331.7393
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.2428
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.2942
Cross-validation details (10-fold Crossvalidation)
Number of instances
2407
Per class
Cross-validation details (10-fold Crossvalidation)
Precision
0.7963
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.828
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.6786
Cross-validation details (10-fold Crossvalidation)
Recall
0.828
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.8255
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.3834
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.3408
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.8888
Cross-validation details (10-fold Crossvalidation)
SciMark benchmark
655.487
UserCPU time millis
632.8
UserCPU time millis testing
8.14
UserCPU time millis training
624.66