Run
514299

Run 514299

Task 3697 (Supervised Classification) fri_c3_250_25 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
0.6291
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.635
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.2594
Cross-validation details (10-fold Crossvalidation)
KB relative information score
64.6795
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.364
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.4938
Cross-validation details (10-fold Crossvalidation)
Number of instances
250
Per class
Cross-validation details (10-fold Crossvalidation)
Precision
0.6346
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.636
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.9911
Cross-validation details (10-fold Crossvalidation)
Recall
0.636
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.7372
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4969
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.6033
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
1.2143
Cross-validation details (10-fold Crossvalidation)
Total cost
UserCPU time millis
0.957
UserCPU time millis testing
0.126
UserCPU time millis training
0.831