Run
511944

Run 511944

Task 3909 (Supervised Classification) ar1 Uploaded 28-01-2016 by Rafael Gomes Mantovani
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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
0.5952
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.8464
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.1261
Cross-validation details (10-fold Crossvalidation)
KB relative information score
-88.6485
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.1818
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.1436
Cross-validation details (10-fold Crossvalidation)
Number of instances
121
Per class
Cross-validation details (10-fold Crossvalidation)
Precision
0.8829
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.8182
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.4067
Cross-validation details (10-fold Crossvalidation)
Recall
0.8182
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
1.2663
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.2625
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.4264
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
1.6245
Cross-validation details (10-fold Crossvalidation)
UserCPU time millis
0.934
UserCPU time millis testing
0.096
UserCPU time millis training
0.838