Run
513858

Run 513858

Task 3495 (Supervised Classification) SPECT Uploaded 28-01-2016 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.plr(4)Learner classif.plr from package(s) stepPlr.
classif.plr(4)_seed1
classif.plr(4)_kindMersenne-Twister
classif.plr(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
0.7141
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.8208
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.4431
Cross-validation details (10-fold Crossvalidation)
KB relative information score
99.8353
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.176
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.3284
Cross-validation details (10-fold Crossvalidation)
Number of instances
267
Per class
Cross-validation details (10-fold Crossvalidation)
Precision
0.8183
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.824
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.738
Cross-validation details (10-fold Crossvalidation)
Recall
0.824
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.536
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4044
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.4196
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
1.0374
Cross-validation details (10-fold Crossvalidation)
UserCPU time millis
8.734
UserCPU time millis testing
0.173
UserCPU time millis training
8.561