Run
507935

Run 507935

Task 9984 (Supervised Classification) fertility Uploaded 27-01-2016 by Rafael Gomes Mantovani
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Flow

classif.plr(4)Learner classif.plr from package(s) stepPlr.
classif.plr(4)_seed1
classif.plr(4)_kindMersenne-Twister
classif.plr(4)_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
0.4716
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.7983
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
-0.0759
Cross-validation details (10-fold Crossvalidation)
KB relative information score
-1.6257
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.17
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.2169
Cross-validation details (10-fold Crossvalidation)
Number of instances
100
Per class
Cross-validation details (10-fold Crossvalidation)
Precision
0.7688
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.83
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.5504
Cross-validation details (10-fold Crossvalidation)
Recall
0.83
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.7839
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.325
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.4123
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
1.2685
Cross-validation details (10-fold Crossvalidation)
UserCPU time millis
0.134
UserCPU time millis testing
0.028
UserCPU time millis training
0.106