Run
523230

Run 523230

Task 3686 (Supervised Classification) house_16H Uploaded 10-02-2016 by Rafael Gomes Mantovani
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Flow

classif.logreg(9)Learner classif.logreg from package(s) stats.
classif.logreg(9)_seed1
classif.logreg(9)_kindMersenne-Twister
classif.logreg(9)_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
0.764
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.8209
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.5597
Cross-validation details (10-fold Crossvalidation)
KB relative information score
12600.612
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.1731
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.4168
Cross-validation details (10-fold Crossvalidation)
Number of instances
22784
Per class
Cross-validation details (10-fold Crossvalidation)
Precision
0.8217
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.8269
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.8764
Cross-validation details (10-fold Crossvalidation)
Recall
0.8269
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.4153
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4565
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.4161
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.9114
Cross-validation details (10-fold Crossvalidation)
UserCPU time millis
6.93
UserCPU time millis testing
0.047
UserCPU time millis training
6.883