Run
573181

Run 573181

Task 3971 (Supervised Classification) AP_Colon_Kidney 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
0.9977
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.9652
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.9304
Cross-validation details (10-fold Crossvalidation)
KB relative information score
496.3704
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.0483
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.4989
Cross-validation details (10-fold Crossvalidation)
Number of instances
546
Per class
Cross-validation details (10-fold Crossvalidation)
Precision
0.9667
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.9652
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.9984
Cross-validation details (10-fold Crossvalidation)
Recall
0.9652
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.0969
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4994
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.1463
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.2929
Cross-validation details (10-fold Crossvalidation)
UserCPU time millis
468.525
UserCPU time millis testing
75.224
UserCPU time millis training
393.301