Run
518088

Run 518088

Task 3714 (Supervised Classification) fri_c0_1000_25 Uploaded 30-01-2016 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
0.814
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.814
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.628
Cross-validation details (10-fold Crossvalidation)
KB relative information score
627.9807
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.186
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.5
Cross-validation details (10-fold Crossvalidation)
Number of instances
1000
Per class
Cross-validation details (10-fold Crossvalidation)
Precision
0.8141
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.814
Cross-validation details (10-fold Crossvalidation)
Prior entropy
1
Cross-validation details (10-fold Crossvalidation)
Recall
0.814
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.372
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.5
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.4313
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.8626
Cross-validation details (10-fold Crossvalidation)
UserCPU time millis
0.476
UserCPU time millis testing
0.033
UserCPU time millis training
0.443