Run
573248

Run 573248

Task 3972 (Supervised Classification) OVA_Uterus Uploaded 29-05-2016 by Rafael Gomes Mantovani
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Flow

classif.svm(10)Learner classif.svm from package(s) e1071.
classif.svm(10)_openml.seed1
classif.svm(10)_openml.kindMersenne-Twister
classif.svm(10)_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.

20 Evaluation measures

Area under ROC curve
0.94
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.9351
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.527
Cross-validation details (10-fold Crossvalidation)
KB relative information score
491.4255
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.0836
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.1481
Cross-validation details (10-fold Crossvalidation)
Number of instances
1545
Per class
Cross-validation details (10-fold Crossvalidation)
Precision
0.9336
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.9405
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.405
Cross-validation details (10-fold Crossvalidation)
Recall
0.9405
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.5644
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.2717
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.2106
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.7751
Cross-validation details (10-fold Crossvalidation)
UserCPU time millis
2450.218
UserCPU time millis testing
112.626
UserCPU time millis training
2337.592