Run
521156

Run 521156

Task 9954 (Supervised Classification) one-hundred-plants-margin Uploaded 06-02-2016 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.sda(7)Learner classif.sda from package(s) sda.
classif.sda(7)_seed1
classif.sda(7)_kindMersenne-Twister
classif.sda(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
0.905
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.8129
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.81
Cross-validation details (10-fold Crossvalidation)
KB relative information score
1298.3431
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.0038
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.0198
Cross-validation details (10-fold Crossvalidation)
Number of instances
1600
Per class
Cross-validation details (10-fold Crossvalidation)
Precision
0.8201
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.8119
Cross-validation details (10-fold Crossvalidation)
Prior entropy
6.6439
Cross-validation details (10-fold Crossvalidation)
Recall
0.8119
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.19
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.0995
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.0613
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.6165
Cross-validation details (10-fold Crossvalidation)
UserCPU time millis
2.605
UserCPU time millis testing
0.07
UserCPU time millis training
2.535