Run
502414

Run 502414

Task 3739 (Supervised Classification) analcatdata_chlamydia Uploaded 21-12-2015 by Rafael Gomes Mantovani
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Flow

classif.logreg(6)Learner classif.logreg from package(s) stats.
classif.logreg(6)_seed1
classif.logreg(6)_kindMersenne-Twister
classif.logreg(6)_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
0.8067
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.8563
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.5573
Cross-validation details (10-fold Crossvalidation)
KB relative information score
42.2731
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.15
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.3116
Cross-validation details (10-fold Crossvalidation)
Number of instances
100
Per class
Cross-validation details (10-fold Crossvalidation)
Precision
0.8675
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.85
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.714
Cross-validation details (10-fold Crossvalidation)
Recall
0.85
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.4814
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.3923
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.3873
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.9871
Cross-validation details (10-fold Crossvalidation)
UserCPU time millis
0.119
UserCPU time millis testing
0.029
UserCPU time millis training
0.09