Run
509188

Run 509188

Task 3631 (Supervised Classification) analcatdata_apnea2 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.probit(3)Learner classif.probit from package(s) stats.
classif.probit(3)_seed1
classif.probit(3)_kindMersenne-Twister
classif.probit(3)_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
0.9156
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.9469
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.7798
Cross-validation details (10-fold Crossvalidation)
KB relative information score
331.8976
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.0547
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.2343
Cross-validation details (10-fold Crossvalidation)
Number of instances
475
Per class
Cross-validation details (10-fold Crossvalidation)
Precision
0.95
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.9453
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.5744
Cross-validation details (10-fold Crossvalidation)
Recall
0.9453
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.2336
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.3414
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.234
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.6852
Cross-validation details (10-fold Crossvalidation)
UserCPU time millis
0.788
UserCPU time millis testing
0.056
UserCPU time millis training
0.732