Run
5861247

Run 5861247

Task 3950 (Supervised Classification) musk Uploaded 13-07-2017 by OpenML_Bot R
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Flow

mlr.classif.svm(6)Learner mlr.classif.svm from package(s) e1071.
mlr.classif.svm(6)_cost0.0203517221270845
mlr.classif.svm(6)_gamma0.001088265050632
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
0.9442
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.9327
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.7328
Cross-validation details (10-fold Crossvalidation)
KB relative information score
3859.6273
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.0969
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.2608
Cross-validation details (10-fold Crossvalidation)
Number of instances
6598
Per class
Cross-validation details (10-fold Crossvalidation)
Precision
0.9327
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.9353
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.6204
Cross-validation details (10-fold Crossvalidation)
Recall
0.9353
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.3717
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.3611
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.2251
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.6235
Cross-validation details (10-fold Crossvalidation)
SciMark benchmark
1262.9357
UserCPU time millis
609.713
UserCPU time millis testing
5.525
UserCPU time millis training
604.188