Run
545785

Run 545785

Task 3818 (Supervised Classification) tae Uploaded 01-04-2016 by Rafael Gomes Mantovani
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Flow

classif.probit(5)Learner classif.probit from package(s) stats.
classif.probit(5)_seed1
classif.probit(5)_kindMersenne-Twister
classif.probit(5)_normal.kindInversion

Result files

xml
Description

XML file describing the run, including user-defined evaluation measures.

arff
Predictions

ARFF file with instance-level predictions generated by the model.

20 Evaluation measures

Area under ROC curve
0.617
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.6731
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.2576
Cross-validation details (10-fold Crossvalidation)
KB relative information score
44.7929
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.3046
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.4522
Cross-validation details (10-fold Crossvalidation)
Number of instances
151
Per class
Cross-validation details (10-fold Crossvalidation)
Precision
0.6783
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.6954
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.9308
Cross-validation details (10-fold Crossvalidation)
Recall
0.6954
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.6737
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4752
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.5519
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
1.1616
Cross-validation details (10-fold Crossvalidation)
UserCPU time millis
0.097
UserCPU time millis testing
0.04
UserCPU time millis training
0.057