Run
507861

Run 507861

Task 3818 (Supervised Classification) tae Uploaded 27-01-2016 by Rafael Gomes Mantovani
0 likes downloaded by 0 people 0 issues 0 downvotes , 0 total downloads
Issue #Downvotes for this reason By


Flow

classif.svm(5)Learner classif.svm from package(s) e1071.
classif.svm(5)_seed1
classif.svm(5)_kindMersenne-Twister
classif.svm(5)_normal.kindInversion

Result files

Description

XML file describing the run, including user-defined evaluation measures.

Predictions

ARFF file with instance-level predictions generated by the model.

20 Evaluation measures

Area under ROC curve
0.6702
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.7209
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.3671
Cross-validation details (10-fold Crossvalidation)
KB relative information score
58.6066
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.2649
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.4522
Cross-validation details (10-fold Crossvalidation)
Number of instances
151
Per class
Cross-validation details (10-fold Crossvalidation)
Precision
0.7256
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.7351
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.9308
Cross-validation details (10-fold Crossvalidation)
Recall
0.7351
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.5858
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4752
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.5147
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
1.0832
Cross-validation details (10-fold Crossvalidation)
UserCPU time millis
0.154
UserCPU time millis testing
0.032
UserCPU time millis training
0.122