Run
502333

Run 502333

Task 3577 (Supervised Classification) visualizing_livestock Uploaded 21-12-2015 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(4)Learner classif.svm from package(s) e1071.
classif.svm(4)_seed1
classif.svm(4)_kindMersenne-Twister
classif.svm(4)_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
0.4856
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.1831
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
-0.0288
Cross-validation details (10-fold Crossvalidation)
KB relative information score
8.1648
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.3292
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.32
Cross-validation details (10-fold Crossvalidation)
Number of instances
130
Per class
Cross-validation details (10-fold Crossvalidation)
Precision
0.2616
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.1769
Cross-validation details (10-fold Crossvalidation)
Prior entropy
2.3219
Cross-validation details (10-fold Crossvalidation)
Recall
0.1769
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
1.0288
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.5738
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
1.4345
Cross-validation details (10-fold Crossvalidation)
UserCPU time millis
0.169
UserCPU time millis testing
0.027
UserCPU time millis training
0.142