Run
523255

Run 523255

Task 3686 (Supervised Classification) house_16H Uploaded 10-02-2016 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(7)Learner classif.svm from package(s) e1071.
classif.svm(7)_seed1
classif.svm(7)_kindMersenne-Twister
classif.svm(7)_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
0.8482
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.8801
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.7097
Cross-validation details (10-fold Crossvalidation)
KB relative information score
15799.521
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.1187
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.4168
Cross-validation details (10-fold Crossvalidation)
Number of instances
22784
Per class
Cross-validation details (10-fold Crossvalidation)
Precision
0.8797
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.8813
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.8764
Cross-validation details (10-fold Crossvalidation)
Recall
0.8813
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.2849
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4565
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.3446
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.7548
Cross-validation details (10-fold Crossvalidation)
UserCPU time millis
426.887
UserCPU time millis testing
9.954
UserCPU time millis training
416.933